diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e357db0083f79b7c7f6664be4ba108d6734ff793 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:53.874963+00:00", + "ended_at": "2026-05-19T16:11:56.886982+00:00", + "elapsed_ms": 3011.99, + "returncode": 1, + "prompt_metrics": { + "chars": 12901, + "bytes_utf8": 12901, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ef27007a2cc0d6bdf7ea07830745d5f891f7764 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:57.889242+00:00", + "ended_at": "2026-05-19T16:12:01.094055+00:00", + "elapsed_ms": 3204.72, + "returncode": 1, + "prompt_metrics": { + "chars": 12901, + "bytes_utf8": 12901, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..392ae1eea4057b4f5e83be3b40605f0a1a4fa5ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ring-number, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ring-number", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..392ae1eea4057b4f5e83be3b40605f0a1a4fa5ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ring-number, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ring-number", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2a4a0f325664fee402e3baea2a6e1cb98f56a81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0d82-7102-a601-267e3fa11bf3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05668027b81e24ff884d5cb3363043ef7dc545c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0d82-7102-a601-267e3fa11bf3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30898736e4fec620667a947eb669f63f7fce56f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1d37-7e51-a8ae-81e4edb4b8fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ae3f0ff7d021e1365978d4777c256d360ff312e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1d37-7e51-a8ae-81e4edb4b8fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/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/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/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/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7dfc59758f77e512dd8dbec2ed9cccf3b978a71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:46.773070+00:00", + "ended_at": "2026-05-19T16:15:49.872169+00:00", + "elapsed_ms": 3099.07, + "returncode": 1, + "prompt_metrics": { + "chars": 12845, + "bytes_utf8": 12845, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96a351e10e42c2b6da83be7d7fe5da6a309c6df2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:50.874621+00:00", + "ended_at": "2026-05-19T16:15:53.956986+00:00", + "elapsed_ms": 3082.32, + "returncode": 1, + "prompt_metrics": { + "chars": 12845, + "bytes_utf8": 12845, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..872401363cb950bcdd27952525f7a5a052b89627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "stalk-root", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..872401363cb950bcdd27952525f7a5a052b89627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "stalk-root", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea0672bae7ebd93133507dbe0061cb32443f540d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-9b5b-72a0-92b4-d0c74771df18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d036e3b81d12355b78aa164fc43cd5a61a538e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-9b5b-72a0-92b4-d0c74771df18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c061bc085f30274f0e100b402b54f81cd9b49a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-ab6c-75c2-ba9c-0a81bc5d7fc3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41ceb61e802ce2ef8c66da3af4f9243a02d01ce9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-ab6c-75c2-ba9c-0a81bc5d7fc3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/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/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/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/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a4544ef701f61607f5398e0050f7e4f97faa761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:19.160751+00:00", + "ended_at": "2026-05-19T16:17:22.116872+00:00", + "elapsed_ms": 2956.07, + "returncode": 1, + "prompt_metrics": { + "chars": 12768, + "bytes_utf8": 12768, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb00328b567621c24b1224d88523c48fe164f3c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:23.120191+00:00", + "ended_at": "2026-05-19T16:17:29.327965+00:00", + "elapsed_ms": 6207.69, + "returncode": 1, + "prompt_metrics": { + "chars": 12768, + "bytes_utf8": 12768, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e3d0907a4510b2cf6ca4c1fe8a8df9f6ed97d72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=spore-print-color.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "spore-print-color", + "predicate_col": "spore-print-color", + "predicate_op": "=", + "predicate_value": "WHITE", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e3d0907a4510b2cf6ca4c1fe8a8df9f6ed97d72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=spore-print-color.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "spore-print-color", + "predicate_col": "spore-print-color", + "predicate_op": "=", + "predicate_value": "WHITE", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2f11d10345e9e03a025c4dc92b05339c2c1dcd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-04a7-7d61-930f-ad359d966d73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fa651e297017cadf7713964d15f2693cfb2df2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-04a7-7d61-930f-ad359d966d73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..984bdb254eb724bf9fc0a0bca7adf7e30bdbfcf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1425-7200-9343-c4ffb79ca9be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cc237b683c646a7c41bc80f65adb0f47dcc1ec8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1425-7200-9343-c4ffb79ca9be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/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/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/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/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c80716e99c6d8fdaf628fe1abd593c229f6f514 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:20.506914+00:00", + "ended_at": "2026-05-19T16:05:23.849567+00:00", + "elapsed_ms": 3342.62, + "returncode": 1, + "prompt_metrics": { + "chars": 13389, + "bytes_utf8": 13389, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d7f83ec3654d557a4c6c1f52466379c930edbc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:24.852701+00:00", + "ended_at": "2026-05-19T16:05:28.009731+00:00", + "elapsed_ms": 3156.98, + "returncode": 1, + "prompt_metrics": { + "chars": 13389, + "bytes_utf8": 13389, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7856d5e23ebf363f04acf9cdc757322d0adacd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=veil-type, condition_col=stalk-shape.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "veil-type", + "condition_col": "stalk-shape", + "condition_value": "TAPERING", + "positive_value": "TAPERING", + "negative_value": "ENLARGING", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7856d5e23ebf363f04acf9cdc757322d0adacd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=veil-type, condition_col=stalk-shape.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "veil-type", + "condition_col": "stalk-shape", + "condition_value": "TAPERING", + "positive_value": "TAPERING", + "negative_value": "ENLARGING", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1acf0618307eee978f1fc3bfdc147b2d0448d72c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-0d1f-7e41-b367-a6e788410a2b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..440f24435ec31091b7d48e707c45d6d21590d1d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-0d1f-7e41-b367-a6e788410a2b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d58c30d8c2ccabd16530e11a3b5e602077eedda0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-1e09-7962-ab19-2cd000fc0642"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0ec3160e78c8c2d5aabe19549e5a997991ed1ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-1e09-7962-ab19-2cd000fc0642"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/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/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/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/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..928522338c9495dca4ddbc31fca8d80cd059fae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:53.960658+00:00", + "ended_at": "2026-05-19T16:15:58.158172+00:00", + "elapsed_ms": 4197.48, + "returncode": 1, + "prompt_metrics": { + "chars": 12853, + "bytes_utf8": 12853, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87bfe00aa9402d9dc920d2cc9f607703fb22d25e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:59.161069+00:00", + "ended_at": "2026-05-19T16:16:05.459110+00:00", + "elapsed_ms": 6297.99, + "returncode": 1, + "prompt_metrics": { + "chars": 12853, + "bytes_utf8": 12853, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a2c9a9e598575d5bc6367d83961c118d19454d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "stalk-root", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a2c9a9e598575d5bc6367d83961c118d19454d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "stalk-root", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1dbf0d49131b5a17c26cd53b93e6d132c55dc1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b77e-72e3-b2c5-5c648ea1718f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9af43236546167831885180bb6550f320474187 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b77e-72e3-b2c5-5c648ea1718f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2113a61c954b9aeb267f3b50d7182b0b78efe976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-cbd9-7b60-a13b-4c6e50a28948"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..111be460528d380923e6de3679284da5e82f6976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-cbd9-7b60-a13b-4c6e50a28948"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/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/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/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/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c52673ef50ae8c31f28c5e59f12b782db4f5725 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/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": "2026-05-19T16:20:58.328325+00:00", + "ended_at": "2026-05-19T16:21:01.402147+00:00", + "elapsed_ms": 3073.8, + "returncode": 1, + "prompt_metrics": { + "chars": 12894, + "bytes_utf8": 12894, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13b71d93f35b91486c44581074825c9f5b042159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/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": "2026-05-19T16:21:02.404112+00:00", + "ended_at": "2026-05-19T16:21:05.962175+00:00", + "elapsed_ms": 3558.03, + "returncode": 1, + "prompt_metrics": { + "chars": 12894, + "bytes_utf8": 12894, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4590d6955fe574b4d02e0e22642621503a2a2c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=population.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "population", + "predicate_col": "cap-surface", + "predicate_op": "=", + "predicate_value": "SCALY", + "entity_col": "population", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4590d6955fe574b4d02e0e22642621503a2a2c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=population.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "population", + "predicate_col": "cap-surface", + "predicate_op": "=", + "predicate_value": "SCALY", + "entity_col": "population", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dd7385f438515fe0bcc94109ccb6cb8ab716331 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-5c4a-7671-80e9-3b700f104432"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dd86bb468f7da473cd0173b147ff0983347eabf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-5c4a-7671-80e9-3b700f104432"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b16f4c37a4afede5643a4c1b56a88702267567d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-6c49-7c61-81dd-a69628be25c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..80c2071119e5bd8a1224ed822bb4773d1ef7d208 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-6c49-7c61-81dd-a69628be25c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/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/c5/artifacts/v2q_c5_138d4b4b67d6446f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_138d4b4b67d6446f/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/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4123383861763455396afaa41e1f509ea9708a80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:25.613844+00:00", + "ended_at": "2026-05-19T16:08:28.824463+00:00", + "elapsed_ms": 3210.59, + "returncode": 1, + "prompt_metrics": { + "chars": 12549, + "bytes_utf8": 12549, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3eb5594b7c1860dd121d0dea0d68ee9693dfd4f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:29.826595+00:00", + "ended_at": "2026-05-19T16:08:33.078208+00:00", + "elapsed_ms": 3251.58, + "returncode": 1, + "prompt_metrics": { + "chars": 12549, + "bytes_utf8": 12549, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..946f23da1622e5f3f8dff12c782f323abba3c6c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=veil-color.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "veil-color", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..946f23da1622e5f3f8dff12c782f323abba3c6c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=veil-color.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "veil-color", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d074a69cbbd923f52e93bcf49f8a6dafb289e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e004-7a32-88c6-f511bb67ecbb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10e7d5cbe41ebac21e39bec8138400f41b258358 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e004-7a32-88c6-f511bb67ecbb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6d82d7f758ae22254506d5be215de4e5e7ec165 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f0d5-7381-8d5c-0cd3ac2d310f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..907d7b668ea5d1c40aab9c628a757d211254a60f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f0d5-7381-8d5c-0cd3ac2d310f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/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/c5/artifacts/v2q_c5_169a3ab173ac8232/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_169a3ab173ac8232/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/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1f6fe195ca33f2406035c3e95d15c2a5cef51cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/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": "2026-05-19T16:21:29.165511+00:00", + "ended_at": "2026-05-19T16:21:32.530310+00:00", + "elapsed_ms": 3364.77, + "returncode": 1, + "prompt_metrics": { + "chars": 12886, + "bytes_utf8": 12886, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e1fc30c7bbc005c7cc5544b8c17320a02e46f3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/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": "2026-05-19T16:21:33.533082+00:00", + "ended_at": "2026-05-19T16:21:38.161475+00:00", + "elapsed_ms": 4628.34, + "returncode": 1, + "prompt_metrics": { + "chars": 12886, + "bytes_utf8": 12886, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c4ef4265824ce2777c083fc6a38495f3d12b5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=cap-shape.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "cap-shape", + "predicate_col": "cap-shape", + "predicate_op": "=", + "predicate_value": "FLAT", + "entity_col": "cap-shape", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c4ef4265824ce2777c083fc6a38495f3d12b5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=cap-shape.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "cap-shape", + "predicate_col": "cap-shape", + "predicate_op": "=", + "predicate_value": "FLAT", + "entity_col": "cap-shape", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2979cebcc6c00817f9893dbf1c2e61fc975b9ca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d4d0-73e0-ad80-702e8b6bf2f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba57d087b2c2df0e1dedd9547aba584dc28e6b1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d4d0-73e0-ad80-702e8b6bf2f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11b249acc06cfee183a1f0372ad5a5866a1107c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e5e7-7be0-b466-456e5ed77b15"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..189c823c5c87a259e784909709f8e0f6e350e2ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e5e7-7be0-b466-456e5ed77b15"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/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/c5/artifacts/v2q_c5_17de3ef46482d833/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_17de3ef46482d833/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/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc818438cefd37ccba617c5091809c4963e7d216 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:29.335144+00:00", + "ended_at": "2026-05-19T16:17:32.607024+00:00", + "elapsed_ms": 3271.82, + "returncode": 1, + "prompt_metrics": { + "chars": 12765, + "bytes_utf8": 12765, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..295219bea224666ec6207b934d21449327e036a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:33.609441+00:00", + "ended_at": "2026-05-19T16:17:36.754732+00:00", + "elapsed_ms": 3145.23, + "returncode": 1, + "prompt_metrics": { + "chars": 12765, + "bytes_utf8": 12765, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbd2cdd46477c255a485e083c1011980b9540d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=spore-print-color.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "spore-print-color", + "predicate_col": "cap-shape", + "predicate_op": "=", + "predicate_value": "KNOBBED", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbd2cdd46477c255a485e083c1011980b9540d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=spore-print-color.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "spore-print-color", + "predicate_col": "cap-shape", + "predicate_op": "=", + "predicate_value": "KNOBBED", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94a3e1a2d3740dfd622fd9d0bc5f52cf1230a912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2c63-7623-8135-5743d4cf2af5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b254e5716d8b6ae76c6aaf83869400bbcc4aefbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2c63-7623-8135-5743d4cf2af5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..761a67240e4bf77cfdd20740f3a20dbcced46841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-3d1a-70a1-842a-1b3eacfe0953"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef0454f6a866200218896a833d7df36fe02469b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-3d1a-70a1-842a-1b3eacfe0953"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/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/c5/artifacts/v2q_c5_181afc08cbad69b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_181afc08cbad69b5/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/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b35bfef625b32f1a4b28ad8635a22cf97f85e922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:02.005631+00:00", + "ended_at": "2026-05-19T16:14:06.117115+00:00", + "elapsed_ms": 4111.45, + "returncode": 1, + "prompt_metrics": { + "chars": 12865, + "bytes_utf8": 12865, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d91cddab0c18092e9fef271c8146084d7dde4de1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:07.119882+00:00", + "ended_at": "2026-05-19T16:14:10.686270+00:00", + "elapsed_ms": 3566.33, + "returncode": 1, + "prompt_metrics": { + "chars": 12865, + "bytes_utf8": 12865, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aa52a7baf3ff06f8621e9bb7c8bccbbf4e08c6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bruises?, group_col_2=population, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bruises?", + "group_col_2": "population", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aa52a7baf3ff06f8621e9bb7c8bccbbf4e08c6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bruises?, group_col_2=population, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bruises?", + "group_col_2": "population", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b9da534b60f270f996337c5e40c2bd8e767458d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0208-7981-b309-aa3c75ff13be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3fd34fe7006638ebd368a18ff37891fbc26cc16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0208-7981-b309-aa3c75ff13be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ba7bd13a403ca6e2cbabef9b9b5035e5ee732af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-160e-7072-b449-6664d912cefa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..39709acafb41f4dbe95c41bebb5646a076e0201f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-160e-7072-b449-6664d912cefa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/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/c5/artifacts/v2q_c5_1a8d99198654c067/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a8d99198654c067/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/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc6d77d8b98fdbb79a09740b714ab0d26287d81e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/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": "2026-05-19T16:12:08.487423+00:00", + "ended_at": "2026-05-19T16:12:11.507053+00:00", + "elapsed_ms": 3019.61, + "returncode": 1, + "prompt_metrics": { + "chars": 12892, + "bytes_utf8": 12892, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..480c5b12fb45e01ddd7f25421b6aa98db5aa04a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/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": "2026-05-19T16:12:12.508723+00:00", + "ended_at": "2026-05-19T16:12:15.276099+00:00", + "elapsed_ms": 2767.33, + "returncode": 1, + "prompt_metrics": { + "chars": 12892, + "bytes_utf8": 12892, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..606b12deb059ab6932a52738ba66d1558539a474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ring-type, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ring-type", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..606b12deb059ab6932a52738ba66d1558539a474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ring-type, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ring-type", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abd6b3bff45a387c94885116b0fe35d6ea5cae38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4694-7672-93ab-5269d72e9aa4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..315be32a5c39498eec40bb2ca80a27c58b8e6fa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4694-7672-93ab-5269d72e9aa4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d24e98837c8d31b0e5a767cabe8064c2552ff39c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-5654-7862-89c1-bd46909b5541"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..950ce8faf5230faa41264922b29978dc7a265893 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-5654-7862-89c1-bd46909b5541"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/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/c5/artifacts/v2q_c5_1ea84ff8766a1290/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1ea84ff8766a1290/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/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8675cc154f1b24008feb77a836d36328a5891fcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:03.406408+00:00", + "ended_at": "2026-05-19T16:05:06.486921+00:00", + "elapsed_ms": 3080.48, + "returncode": 1, + "prompt_metrics": { + "chars": 13409, + "bytes_utf8": 13409, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4acf05dbadbe3e352ef3022cc2b6cd5e6f31e9a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:07.489864+00:00", + "ended_at": "2026-05-19T16:05:12.224091+00:00", + "elapsed_ms": 4734.18, + "returncode": 1, + "prompt_metrics": { + "chars": 13409, + "bytes_utf8": 13409, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed62bee873a9f461763df85bcb131dc550c2b9dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=stalk-color-above-ring, condition_col=gill-spacing.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "stalk-color-above-ring", + "condition_col": "gill-spacing", + "condition_value": "CLOSE", + "positive_value": "CLOSE", + "negative_value": "CROWDED", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed62bee873a9f461763df85bcb131dc550c2b9dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=stalk-color-above-ring, condition_col=gill-spacing.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "stalk-color-above-ring", + "condition_col": "gill-spacing", + "condition_value": "CLOSE", + "positive_value": "CLOSE", + "negative_value": "CROWDED", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9fa9b94c1f493beaa8a70d9f9ceeea092e6cdc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-ca39-7260-ba0a-8a220adc2fdf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dd915a109b6dd2451ed8b7caf33366a1a7b6779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-ca39-7260-ba0a-8a220adc2fdf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5147b6c623b7a49001eaa8b6134c1cb1c232be03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-da4c-77f2-8734-0cebd06032e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e78085800c4e966036382695108cf87f072f3e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-da4c-77f2-8734-0cebd06032e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/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/c5/artifacts/v2q_c5_262104d8b5dcd299/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_262104d8b5dcd299/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/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9522fd7959fea82b92f62eb9f056d69f843bfdff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:20.731386+00:00", + "ended_at": "2026-05-19T15:59:23.936676+00:00", + "elapsed_ms": 3205.24, + "returncode": 1, + "prompt_metrics": { + "chars": 12678, + "bytes_utf8": 12678, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a286d56f2d0cc6612a0066ba4358b6cc5f5ec576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:24.939422+00:00", + "ended_at": "2026-05-19T15:59:28.210279+00:00", + "elapsed_ms": 3270.81, + "returncode": 1, + "prompt_metrics": { + "chars": 12678, + "bytes_utf8": 12678, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2619e928e05bb1697e8d291e2662b4e9e6d0b029 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=cap-surface.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "cap-surface", + "entity_col": "cap-surface", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2619e928e05bb1697e8d291e2662b4e9e6d0b029 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=cap-surface.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "cap-surface", + "entity_col": "cap-surface", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ade74b0f6686cf86407aac2538186e76db423d1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-8fa3-7ef3-bc45-e09ba730e3b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd40573561da299f406e00d35b06d8a76b34fa2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-8fa3-7ef3-bc45-e09ba730e3b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..496f623abce730f81bdb7f033e30352b8774b8f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-a01d-7752-aec7-187e678f2fe5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4f7b5f92de577885324bb5e1c5067bb7b607ce5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-a01d-7752-aec7-187e678f2fe5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/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/c5/artifacts/v2q_c5_287798846761f2d4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_287798846761f2d4/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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a75cf0eaf99589ebd9c5bc57eeac9f05e1280b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/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": "2026-05-19T16:07:03.688356+00:00", + "ended_at": "2026-05-19T16:07:07.390946+00:00", + "elapsed_ms": 3702.57, + "returncode": 1, + "prompt_metrics": { + "chars": 12910, + "bytes_utf8": 12910, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6007cd3300f8c90869a8907b92282953bd404870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/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": "2026-05-19T16:07:08.393232+00:00", + "ended_at": "2026-05-19T16:07:11.736367+00:00", + "elapsed_ms": 3343.09, + "returncode": 1, + "prompt_metrics": { + "chars": 12910, + "bytes_utf8": 12910, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..306d871e50fd82a5e66b295e6a9bb778f649293a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=stalk-surface-below-ring.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "stalk-surface-below-ring", + "predicate_col": "gill-spacing", + "predicate_op": "=", + "predicate_value": "CROWDED", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..306d871e50fd82a5e66b295e6a9bb778f649293a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=stalk-surface-below-ring.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "stalk-surface-below-ring", + "predicate_col": "gill-spacing", + "predicate_op": "=", + "predicate_value": "CROWDED", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdb27e5c643c2ede9851f11bc8af33e945fa87af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a01a-77f2-a149-2b9f6465d3b9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4eecbeb8d86a790f46de14c55ba9e0d5c532a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a01a-77f2-a149-2b9f6465d3b9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..985f0af09211bbbe4891fc35abeabb190b02cd89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b27f-7b51-8f97-f6b9f4798f25"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..378f870798c48cddd6e6a0ed7633522aa4b0aec2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b27f-7b51-8f97-f6b9f4798f25"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/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/c5/artifacts/v2q_c5_2d3742456b549b3d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_2d3742456b549b3d/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/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa58f2db5a43f2ee6e48733624d9bf380d9dce79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/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": "2026-05-19T16:12:30.482364+00:00", + "ended_at": "2026-05-19T16:12:33.713368+00:00", + "elapsed_ms": 3230.98, + "returncode": 1, + "prompt_metrics": { + "chars": 12894, + "bytes_utf8": 12894, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..516a97c795814d2bf66aa8c9e4334d00bac2c823 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/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": "2026-05-19T16:12:34.714933+00:00", + "ended_at": "2026-05-19T16:12:38.860890+00:00", + "elapsed_ms": 4145.92, + "returncode": 1, + "prompt_metrics": { + "chars": 12894, + "bytes_utf8": 12894, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d53ce6817abb85bc70125e0f588e4e1a878403c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=population, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "population", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d53ce6817abb85bc70125e0f588e4e1a878403c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=population, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "population", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d840ade612a7cf82a74841c1cd98b495c210bc3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9c8c-7fc0-9190-378743550e8b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b907ad4d8d6f72603b66059c4d01467d9e2229f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9c8c-7fc0-9190-378743550e8b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e69ba9eb513e4df216f8b7df853d7309077cda2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ad21-7102-90c2-8ac964720822"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bb4f7c860c53947d08ab038c2250a84b7cfe2f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ad21-7102-90c2-8ac964720822"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/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/c5/artifacts/v2q_c5_309c0c392fcf7aa5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_309c0c392fcf7aa5/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/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f9cb8e1002e7857d9d37e88d21c12a840955e7a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:08.999096+00:00", + "ended_at": "2026-05-19T16:11:12.314944+00:00", + "elapsed_ms": 3315.82, + "returncode": 1, + "prompt_metrics": { + "chars": 12918, + "bytes_utf8": 12918, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..faea8bebf0f029fed9b3a09f4b682e865d657ff9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:13.316540+00:00", + "ended_at": "2026-05-19T16:11:16.454691+00:00", + "elapsed_ms": 3138.13, + "returncode": 1, + "prompt_metrics": { + "chars": 12918, + "bytes_utf8": 12918, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be82472ce90e029db73a8f094197bbfd97a76804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=stalk-color-below-ring, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "stalk-color-below-ring", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be82472ce90e029db73a8f094197bbfd97a76804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=stalk-color-below-ring, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "stalk-color-below-ring", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1589701e86cef18a7099d1d66e00e3486fbacd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5e66-71e0-89b2-fa9653b70957"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4bdb3fccc7e096b022f027af2df7422c986d70c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5e66-71e0-89b2-fa9653b70957"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3025f4452166d887d2da3c8be97fed233c9e939f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6f2c-7452-93f7-2e7fcbd59012"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e050807db58fc6122bb8ad2c16475bcf118245ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6f2c-7452-93f7-2e7fcbd59012"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/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/c5/artifacts/v2q_c5_31e8ba9fc4676b31/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_31e8ba9fc4676b31/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/c5/artifacts/v2q_c5_323bed279a6b8483/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebcd8679f96a3f960d33981799621ef2d291e9c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12813, "bytes_utf8": 12813, "lines": 375, "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": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15826, "cached_input_tokens": 12032, "output_tokens": 529, "reasoning_output_tokens": 407}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5f057416bcb5be050ab00159e31ad4a7f3dd471 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_323bed279a6b8483", + "api_calls": 0, + "input_tokens": 15826, + "cached_input_tokens": 12032, + "output_tokens": 529, + "total_tokens": 16355, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11507.15, + "sql_execution_elapsed_ms_total": 4.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b29d5e0db5609af9818494eff0f7afa7f3999146 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/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": "2026-05-19T16:03:08.899403+00:00", + "ended_at": "2026-05-19T16:03:20.406581+00:00", + "elapsed_ms": 11507.15, + "prompt_metrics": { + "chars": 12813, + "bytes_utf8": 12813, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15826, + "cached_input_tokens": 12032, + "output_tokens": 529, + "reasoning_output_tokens": 407 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2d73430ac1335abd0ad7329f97f8c00a6f00b40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bruises?, condition_col=veil-color.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "bruises?", + "condition_col": "veil-color", + "condition_value": "BROWN", + "positive_value": "WHITE", + "negative_value": "BROWN", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae1255ace8153a621cc696caadc6e3ebff285d24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0b05-79a3-aba7-7f744d17116b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"bruises?\\\",\\n AVG(CASE WHEN \\\"veil-color\\\" = 'BROWN' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c5\\\"\\nGROUP BY \\\"bruises?\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"bruises?\\\" and condition_col=\\\"veil-color\\\", computing the within-group proportion where \\\"veil-color\\\" equals 'BROWN'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15826,"cached_input_tokens":12032,"output_tokens":529,"reasoning_output_tokens":407}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37377f48f12f0ae84c712e66d74d4c020dfe4d9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"bruises?\",\n AVG(CASE WHEN \"veil-color\" = 'BROWN' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c5\"\nGROUP BY \"bruises?\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"bruises?\" and condition_col=\"veil-color\", computing the within-group proportion where \"veil-color\" equals 'BROWN'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_323bed279a6b8483/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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24457505af961c02a9c6ddcdbd795c5889e23378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:44.427334+00:00", + "ended_at": "2026-05-19T16:03:47.762156+00:00", + "elapsed_ms": 3334.8, + "returncode": 1, + "prompt_metrics": { + "chars": 12837, + "bytes_utf8": 12837, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1032c92aff75f17c7252e07474849cf90c27cbc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:48.764387+00:00", + "ended_at": "2026-05-19T16:03:51.794170+00:00", + "elapsed_ms": 3029.74, + "returncode": 1, + "prompt_metrics": { + "chars": 12837, + "bytes_utf8": 12837, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a361fb0e552f4e2db9ceaffcb76aa17561202323 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=gill-attachment, condition_col=ring-type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-attachment", + "condition_col": "ring-type", + "condition_value": "EVANESCENT", + "positive_value": "PENDANT", + "negative_value": "EVANESCENT", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a361fb0e552f4e2db9ceaffcb76aa17561202323 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=gill-attachment, condition_col=ring-type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-attachment", + "condition_col": "ring-type", + "condition_value": "EVANESCENT", + "positive_value": "PENDANT", + "negative_value": "EVANESCENT", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5706c6008d4622b84af4c22bef8360bb5149ea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-959b-7902-8d26-b289175ec1ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af846f0d48542486808038c1030e7537e0e29a0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-959b-7902-8d26-b289175ec1ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2726f08c2cfeadb7790f0ee67370c2436a9d3854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-a6b9-7231-891b-36887a6f0d74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e8704e61682c172ed0973736ee9bd2d7e0e934c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-a6b9-7231-891b-36887a6f0d74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/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/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_353ab6f4bb2c90fa/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/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d364a260a973c42ead4234cb2ff80eae3e2ca105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/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": "2026-05-19T16:12:23.158756+00:00", + "ended_at": "2026-05-19T16:12:26.234266+00:00", + "elapsed_ms": 3075.48, + "returncode": 1, + "prompt_metrics": { + "chars": 12913, + "bytes_utf8": 12913, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d04443f18fc723b4b0c08e4810817930159ff11b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/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": "2026-05-19T16:12:27.237074+00:00", + "ended_at": "2026-05-19T16:12:30.479438+00:00", + "elapsed_ms": 3242.32, + "returncode": 1, + "prompt_metrics": { + "chars": 12913, + "bytes_utf8": 12913, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c1cf7f7e7b1630fc2ca7b7dfdd3f335a14b2341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=spore-print-color, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "spore-print-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c1cf7f7e7b1630fc2ca7b7dfdd3f335a14b2341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=spore-print-color, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "spore-print-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..def87d49dc2a254db1b33cfbfa01ca0444c0370e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7fe5-7a80-b5f7-941f97a84b6d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96cd7c61b4ff6319b85428c1f73560d4248dd690 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7fe5-7a80-b5f7-941f97a84b6d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd98741aa2e635ee8d62348ae75ad38019b8db40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9001-7b82-8002-acc73a58c9cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b0ff9eb5c0b6f89f6e608befc52837ab044b771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9001-7b82-8002-acc73a58c9cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/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/c5/artifacts/v2q_c5_388bafc7a6911de7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_388bafc7a6911de7/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/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b2a6c86459c3add545f3ba5dc4734d83796bca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:40.485581+00:00", + "ended_at": "2026-05-19T16:14:43.556358+00:00", + "elapsed_ms": 3070.75, + "returncode": 1, + "prompt_metrics": { + "chars": 12863, + "bytes_utf8": 12863, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..92300b24ed3c707f69d8af65ca6cdc0a50fa765e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:44.558897+00:00", + "ended_at": "2026-05-19T16:14:47.617203+00:00", + "elapsed_ms": 3058.26, + "returncode": 1, + "prompt_metrics": { + "chars": 12863, + "bytes_utf8": 12863, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa35fb0f1cf9f2c6399bd50f618e9d2840ab351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=gill-attachment, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-attachment", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa35fb0f1cf9f2c6399bd50f618e9d2840ab351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=gill-attachment, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-attachment", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbd3800fdf92777023608ba13172d51933f2a4fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-984c-7762-a8ee-bc6803808080"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb9878dc0f2c2f2625d04b45a9392136c1526915 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-984c-7762-a8ee-bc6803808080"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b145e5ea450dfd9185dc4f8cce720ecc237fcee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a84d-72f1-8513-fac971f0ef6e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..580cf7a9f7754ac19d4158b3edf6c9390f758f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a84d-72f1-8513-fac971f0ef6e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/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/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_39d2d871ff6bc0cb/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/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb53589b23fdc909eaddb2ebac461c6d4dafe87e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/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": "2026-05-19T16:13:47.599170+00:00", + "ended_at": "2026-05-19T16:13:50.857080+00:00", + "elapsed_ms": 3257.8, + "returncode": 1, + "prompt_metrics": { + "chars": 12867, + "bytes_utf8": 12867, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1aed94c7d8cb4e908fa9eff91c3e29eb342f40c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/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": "2026-05-19T16:13:51.859279+00:00", + "ended_at": "2026-05-19T16:13:54.929259+00:00", + "elapsed_ms": 3069.94, + "returncode": 1, + "prompt_metrics": { + "chars": 12867, + "bytes_utf8": 12867, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53200a02239dce55c136fae4143cb7e5e9a7835b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bruises?, group_col_2=spore-print-color, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bruises?", + "group_col_2": "spore-print-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..53200a02239dce55c136fae4143cb7e5e9a7835b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bruises?, group_col_2=spore-print-color, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bruises?", + "group_col_2": "spore-print-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b78e2b62d8f34a16908cdd1722c0038c8eb97b46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-c9dd-7ff2-9bb3-9707041f54dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f73319dc272a68fce7df2a91c5a1998b4251d12f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-c9dd-7ff2-9bb3-9707041f54dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf7dffeda3034bdafb6c1358495ac6adeae63dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-da69-7310-b3c6-63227db10b7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0010a38b0069601aec2fad086bd734fa6bbaa002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-da69-7310-b3c6-63227db10b7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/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/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3bf63e1cb1e28b59/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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..244dd723fce1c25d8ee69f2b0999b07cb655837b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12852, "bytes_utf8": 12852, "lines": 375, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 12852, "bytes_utf8": 12852, "lines": 375, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15838, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9cbe598612510db18f983050ed461907a8831a22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_3d580073a84b3f29", + "api_calls": 0, + "input_tokens": 15838, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 16239, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12523.4, + "sql_execution_elapsed_ms_total": 8.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5db835e783071c6e3a6e447b8912918f7e453590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:31.584084+00:00", + "ended_at": "2026-05-19T16:02:34.738600+00:00", + "elapsed_ms": 3154.49, + "returncode": 1, + "prompt_metrics": { + "chars": 12852, + "bytes_utf8": 12852, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9708802fb0e2933d6041108b999977b9e83aae0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:35.740852+00:00", + "ended_at": "2026-05-19T16:02:45.109819+00:00", + "elapsed_ms": 9368.91, + "prompt_metrics": { + "chars": 12852, + "bytes_utf8": 12852, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15838, + "cached_input_tokens": 12032, + "output_tokens": 401, + "reasoning_output_tokens": 296 + } + }, + "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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a20aa5320a3c1c22ecad6cd1fc50be2d063e5cb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=cap-color, condition_col=stalk-surface-below-ring.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-color", + "condition_col": "stalk-surface-below-ring", + "condition_value": "SMOOTH", + "positive_value": "SMOOTH", + "negative_value": "SILKY", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a20aa5320a3c1c22ecad6cd1fc50be2d063e5cb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=cap-color, condition_col=stalk-surface-below-ring.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-color", + "condition_col": "stalk-surface-below-ring", + "condition_value": "SMOOTH", + "positive_value": "SMOOTH", + "negative_value": "SILKY", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b578f99c072f1b86dd6c9c3f457fe225fb8044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7912-7662-85f2-ee82451c0e12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2701add5c71bf2ded5c35951cd9c6c6a2ab21fac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7912-7662-85f2-ee82451c0e12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc9344448e6336458ac773fdf217a232daacb302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-8969-7060-af62-4d68ade4e2f8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"cap-color\\\",\\n AVG(CASE WHEN \\\"stalk-surface-below-ring\\\" = 'SMOOTH' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c5\\\"\\nGROUP BY \\\"cap-color\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Grouped condition rate by cap color, measuring the within-group proportion where stalk-surface-below-ring equals SMOOTH.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15838,"cached_input_tokens":12032,"output_tokens":401,"reasoning_output_tokens":296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..189459a6de1367d24e42decee02d7b8f9ce586fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"cap-color\",\n AVG(CASE WHEN \"stalk-surface-below-ring\" = 'SMOOTH' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c5\"\nGROUP BY \"cap-color\"\nORDER BY condition_rate DESC;","notes":"Grouped condition rate by cap color, measuring the within-group proportion where stalk-surface-below-ring equals SMOOTH."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/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/c5/artifacts/v2q_c5_3d580073a84b3f29/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3d580073a84b3f29/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/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fea02e35b97b33dc310776dfae70943c7f83b25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12661, "bytes_utf8": 12661, "lines": 372, "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": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15782, "cached_input_tokens": 12032, "output_tokens": 217, "reasoning_output_tokens": 103}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99ef83c95d1888cc8b7270b44b5c6a0c95eeb273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_3fc9d9dd456e96a1", + "api_calls": 0, + "input_tokens": 15782, + "cached_input_tokens": 12032, + "output_tokens": 217, + "total_tokens": 15999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7647.33, + "sql_execution_elapsed_ms_total": 5.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4996a3d4367f12e535edbb4b32a5d97008dab65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:59.701809+00:00", + "ended_at": "2026-05-19T15:59:07.349175+00:00", + "elapsed_ms": 7647.33, + "prompt_metrics": { + "chars": 12661, + "bytes_utf8": 12661, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 814, + "bytes_utf8": 814, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 459, + "bytes_utf8": 459, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15782, + "cached_input_tokens": 12032, + "output_tokens": 217, + "reasoning_output_tokens": 103 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..682b3c394eace5a06b83eaa70885396e8f266b82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da96329d1502de2692218122c2d844dda43e4b84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-3d77-7f13-a76f-293dafa45d24"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c5\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template with group_col=\\\"class\\\" and entity_col=\\\"class\\\". Because the grouped column and distinct-counted column are the same, each group will have distinct_entities = 1, so this is a valid but low-information coverage probe.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15782,"cached_input_tokens":12032,"output_tokens":217,"reasoning_output_tokens":103}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50dc0ce65a1a75cb4674074f687389025b331aae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c5\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Used the provided template with group_col=\"class\" and entity_col=\"class\". Because the grouped column and distinct-counted column are the same, each group will have distinct_entities = 1, so this is a valid but low-information coverage probe."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_3fc9d9dd456e96a1/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/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e591b12d1de35758f86f803e0c964cb870ceb258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:00.884666+00:00", + "ended_at": "2026-05-19T16:06:03.868028+00:00", + "elapsed_ms": 2983.33, + "returncode": 1, + "prompt_metrics": { + "chars": 13393, + "bytes_utf8": 13393, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44c5ed8c59e0b8168ca0e48770c20d22491031ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:04.870160+00:00", + "ended_at": "2026-05-19T16:06:08.092176+00:00", + "elapsed_ms": 3221.98, + "returncode": 1, + "prompt_metrics": { + "chars": 13393, + "bytes_utf8": 13393, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fd3810647c297f46a55ebf2821f7b0d4f272f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=spore-print-color, condition_col=veil-color.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "spore-print-color", + "condition_col": "veil-color", + "condition_value": "WHITE", + "positive_value": "WHITE", + "negative_value": "BROWN", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fd3810647c297f46a55ebf2821f7b0d4f272f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=spore-print-color, condition_col=veil-color.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "spore-print-color", + "condition_col": "veil-color", + "condition_value": "WHITE", + "positive_value": "WHITE", + "negative_value": "BROWN", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a446e6985a042efcabfabcdbbd51e39374d0918f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ab20-79f1-8a1f-9537a4109d9f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bc0daf33f2d0e2974066d6615e02985a32bfe5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ab20-79f1-8a1f-9537a4109d9f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a936cb98b36b36d182ca3661d48ea531985e68bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ba4a-7bb3-b17f-dc2160cd59aa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e47f5e3f70f82013bbe367005dc6fe6a006d55b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ba4a-7bb3-b17f-dc2160cd59aa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/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/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4024a1a79fc0c0ce/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/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..386b14b293fb08f55ea06fe669fc886ba3a773e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:12.227308+00:00", + "ended_at": "2026-05-19T16:05:15.741398+00:00", + "elapsed_ms": 3514.05, + "returncode": 1, + "prompt_metrics": { + "chars": 13403, + "bytes_utf8": 13403, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78c76f5fbdac499f21e90d42d7a72ad810e2201e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:16.744206+00:00", + "ended_at": "2026-05-19T16:05:20.503504+00:00", + "elapsed_ms": 3759.26, + "returncode": 1, + "prompt_metrics": { + "chars": 13403, + "bytes_utf8": 13403, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee717baaecc51a66847b07171e78d307d8b5af24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=stalk-color-below-ring, condition_col=gill-size.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "stalk-color-below-ring", + "condition_col": "gill-size", + "condition_value": "BROAD", + "positive_value": "BROAD", + "negative_value": "NARROW", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee717baaecc51a66847b07171e78d307d8b5af24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=stalk-color-below-ring, condition_col=gill-size.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "stalk-color-below-ring", + "condition_col": "gill-size", + "condition_value": "BROAD", + "positive_value": "BROAD", + "negative_value": "NARROW", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ef93e3fce7bd9c020c7180ce5476ed24db475e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-eca2-71a2-8875-fd28c27236a6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..76c2a95b69bd224aec687249280250e1195fe9f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-fe69-74c0-ac7a-7744ccfd29fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/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/c5/artifacts/v2q_c5_43b709b550f6d64e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_43b709b550f6d64e/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/c5/artifacts/v2q_c5_4819118f74826b45/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..867aadcd427e08294638de881ec78df315d2f1d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12573, "bytes_utf8": 12573, "lines": 370, "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": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15778, "cached_input_tokens": 12032, "output_tokens": 325, "reasoning_output_tokens": 216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59d810cd99a7c5de6eddd255798eee9caf3cf2de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_4819118f74826b45", + "api_calls": 0, + "input_tokens": 15778, + "cached_input_tokens": 12032, + "output_tokens": 325, + "total_tokens": 16103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8208.46, + "sql_execution_elapsed_ms_total": 2.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b59078749e816600f84da30923b56722a24d150d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/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": "2026-05-19T16:07:56.244360+00:00", + "ended_at": "2026-05-19T16:08:04.452841+00:00", + "elapsed_ms": 8208.46, + "prompt_metrics": { + "chars": 12573, + "bytes_utf8": 12573, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 719, + "bytes_utf8": 719, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 366, + "bytes_utf8": 366, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15778, + "cached_input_tokens": 12032, + "output_tokens": 325, + "reasoning_output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e082e17b0185d0b7e707da7ab1adaffd9465831e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=stalk-color-below-ring.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "stalk-color-below-ring", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12c750a63753a262ef0ea518c93a9bc5c3f4bb27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-6d51-7933-9024-dc2c76f4ff97"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"stalk-color-below-ring\\\",\\n COUNT(*) AS support\\nFROM \\\"c5\\\"\\nGROUP BY \\\"stalk-color-below-ring\\\"\\nORDER BY support ASC, \\\"stalk-color-below-ring\\\"\\nLIMIT 16;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"stalk-color-below-ring\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15778,"cached_input_tokens":12032,"output_tokens":325,"reasoning_output_tokens":216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6a966ffdec3f2bcfe926061a6cf57cec890546f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"stalk-color-below-ring\",\n COUNT(*) AS support\nFROM \"c5\"\nGROUP BY \"stalk-color-below-ring\"\nORDER BY support ASC, \"stalk-color-below-ring\"\nLIMIT 16;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"stalk-color-below-ring\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4819118f74826b45/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/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..283a59bbd171a53330f928c301c4e43836479d44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:29.675259+00:00", + "ended_at": "2026-05-19T16:16:32.728182+00:00", + "elapsed_ms": 3052.87, + "returncode": 1, + "prompt_metrics": { + "chars": 12753, + "bytes_utf8": 12753, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72bbd8704acfdab52d79b579705b136fdc8ae175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:33.731522+00:00", + "ended_at": "2026-05-19T16:16:41.073951+00:00", + "elapsed_ms": 7342.35, + "returncode": 1, + "prompt_metrics": { + "chars": 12753, + "bytes_utf8": 12753, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd2ecc1ca693d00668b430f75a71a481a12881fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=veil-color.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "veil-color", + "predicate_col": "population", + "predicate_op": "=", + "predicate_value": "CLUSTERED", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd2ecc1ca693d00668b430f75a71a481a12881fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=veil-color.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "veil-color", + "predicate_col": "population", + "predicate_op": "=", + "predicate_value": "CLUSTERED", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ba454401e595dc7570e72937412677969359a28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-436f-7153-bac0-5b473acc4bf4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ceae504289c4324e23172415124106ffc5e4eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-436f-7153-bac0-5b473acc4bf4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1a613714cbdef23b1194649f4e2be998cab681c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-5351-7582-9513-b6712558b1e2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b9a1292f89e6c2d11c068c2151477fa2b65c9e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-5351-7582-9513-b6712558b1e2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/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/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48bcc5cb9e01afbc/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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eaa9df0e99b9afb9bace89949872ac46511de902 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:32.066004+00:00", + "ended_at": "2026-05-19T16:06:35.289442+00:00", + "elapsed_ms": 3223.42, + "returncode": 1, + "prompt_metrics": { + "chars": 12876, + "bytes_utf8": 12876, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9dcc06eb89d66bf588665947fef7cc994c4d6c6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:36.290982+00:00", + "ended_at": "2026-05-19T16:06:39.521821+00:00", + "elapsed_ms": 3230.76, + "returncode": 1, + "prompt_metrics": { + "chars": 12876, + "bytes_utf8": 12876, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db366b355dc83cb81f6a41e497808b6779460c76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=gill-color.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "gill-color", + "predicate_col": "cap-color", + "predicate_op": "=", + "predicate_value": "GRAY", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db366b355dc83cb81f6a41e497808b6779460c76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=gill-color.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "gill-color", + "predicate_col": "cap-color", + "predicate_op": "=", + "predicate_value": "GRAY", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c4eb0a3414fde8692fadc02d0271221a78fe396 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2497-7d43-844c-0e0fc7ae0acf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c56e17685f3a6fa13aa23b82b41e43f6f4ec6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2497-7d43-844c-0e0fc7ae0acf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eb4e318c9110767c10131eed52670b6cf51f790 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3514-7e82-996f-e905975319a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1524c2e4f52ea289a8aaa8ae6dccd702ecefa085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3514-7e82-996f-e905975319a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/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/c5/artifacts/v2q_c5_48f76fe14c86aa33/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_48f76fe14c86aa33/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/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1e57306dc145307653530b63cb6b8e4ad34464a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:37.601443+00:00", + "ended_at": "2026-05-19T16:10:40.784259+00:00", + "elapsed_ms": 3182.78, + "returncode": 1, + "prompt_metrics": { + "chars": 12731, + "bytes_utf8": 12731, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6848e97b79f96220e048f9e3c678fed85d7e67bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:41.786141+00:00", + "ended_at": "2026-05-19T16:10:44.957618+00:00", + "elapsed_ms": 3171.44, + "returncode": 1, + "prompt_metrics": { + "chars": 12731, + "bytes_utf8": 12731, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e02fd5ee5d038e92cd9ed0bc1f225836db371f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=cap-color, group_col_2=ring-number.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "cap-color", + "group_col_2": "ring-number", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e02fd5ee5d038e92cd9ed0bc1f225836db371f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=cap-color, group_col_2=ring-number.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "cap-color", + "group_col_2": "ring-number", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96660d5f3a0bef35ab9b3d0f9a4383d9d3725387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e39f-7fe2-a070-4a5dbb459079"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..259c18d26246b63f5ef134717d910b4cc11b207e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e39f-7fe2-a070-4a5dbb459079"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f22b2653cc9c91b73aa8331951c69e29130fed01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f401-7383-9b53-5bc0a7d3a72b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..259a3b0184774e0e4463430a9d7e4a6d738aaa55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f401-7383-9b53-5bc0a7d3a72b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/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/c5/artifacts/v2q_c5_49655cf881395a14/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_49655cf881395a14/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/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61aa7a701e12fcd829714ddda7085fd8e9d0afbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:05.916765+00:00", + "ended_at": "2026-05-19T16:04:14.827352+00:00", + "elapsed_ms": 8910.56, + "returncode": 1, + "prompt_metrics": { + "chars": 12833, + "bytes_utf8": 12833, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 614, + "bytes_utf8": 614, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 613, + "bytes_utf8": 613, + "lines": 5, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..756f09dc35fcabb978f2e1867b7ed8b13cb014c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:15.829258+00:00", + "ended_at": "2026-05-19T16:04:18.775536+00:00", + "elapsed_ms": 2946.25, + "returncode": 1, + "prompt_metrics": { + "chars": 12833, + "bytes_utf8": 12833, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e4235105bb2a36cbb3b8c9507340486a240ad74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=gill-spacing, condition_col=population.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-spacing", + "condition_col": "population", + "condition_value": "SOLITARY", + "positive_value": "SEVERAL", + "negative_value": "SOLITARY", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e4235105bb2a36cbb3b8c9507340486a240ad74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=gill-spacing, condition_col=population.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-spacing", + "condition_col": "population", + "condition_value": "SOLITARY", + "positive_value": "SEVERAL", + "negative_value": "SOLITARY", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d504fbf4a8d009da257749ecf3d9d9c0fda1d276 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40fa-e9b8-7360-b7b0-3c590cb16fb8"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 16461. Please try again in 493ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d11fedb1a38253b99b144fb4dd9a02cedb2ea08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_1.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40fa-e9b8-7360-b7b0-3c590cb16fb8"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 16461. Please try again in 493ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85a23cedb0a84312a2ba4effe84f226cb4f9557d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1088-7771-83a0-763d0c67885f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..16d47d2de5e2de1c2e0feb0989bd21335460fe89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1088-7771-83a0-763d0c67885f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/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/c5/artifacts/v2q_c5_4cd9ba70bb810f28/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_4cd9ba70bb810f28/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/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ec7b268c4a2a607d16fc5b60534075c9dbc5785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12911, "bytes_utf8": 12911, "lines": 376, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15866, "cached_input_tokens": 12032, "output_tokens": 453, "reasoning_output_tokens": 306}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75854f6678ad1bae007a39a8ad01be19f5b32590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_51b7e888df2afbed", + "api_calls": 0, + "input_tokens": 15866, + "cached_input_tokens": 12032, + "output_tokens": 453, + "total_tokens": 16319, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9767.55, + "sql_execution_elapsed_ms_total": 4.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a39fc2b038b6849367fb5c2ee015628ebf7a666 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/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": "2026-05-19T16:06:53.911827+00:00", + "ended_at": "2026-05-19T16:07:03.679401+00:00", + "elapsed_ms": 9767.55, + "prompt_metrics": { + "chars": 12911, + "bytes_utf8": 12911, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 879, + "bytes_utf8": 879, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 503, + "bytes_utf8": 503, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15866, + "cached_input_tokens": 12032, + "output_tokens": 453, + "reasoning_output_tokens": 306 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26a1fc47ac662730a54c2407959ba349f67ebbb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=stalk-surface-above-ring.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "stalk-surface-above-ring", + "predicate_col": "gill-attachment", + "predicate_op": "=", + "predicate_value": "FREE", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aa6afe210e3c9c58ea07dc2735d5b93b8ef7c6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-79df-7fc3-9786-6edfbd2eb412"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"cap-surface\\\", \\\"stalk-surface-above-ring\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c5\\\"\\nWHERE \\\"gill-attachment\\\" = 'FREE'\\nGROUP BY \\\"cap-surface\\\", \\\"stalk-surface-above-ring\\\"\\nORDER BY \\\"row_count\\\" DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"cap-surface\\\", group_col_2=\\\"stalk-surface-above-ring\\\", and predicate \\\"gill-attachment\\\" = 'FREE'. Added LIMIT 12 from top_k.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15866,"cached_input_tokens":12032,"output_tokens":453,"reasoning_output_tokens":306}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc53222a62f024d82af79194d5ec483c04dd20e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"cap-surface\", \"stalk-surface-above-ring\", COUNT(*) AS \"row_count\"\nFROM \"c5\"\nWHERE \"gill-attachment\" = 'FREE'\nGROUP BY \"cap-surface\", \"stalk-surface-above-ring\"\nORDER BY \"row_count\" DESC\nLIMIT 12;","notes":"Applied the planned filtered two-dimensional group count template with group_col=\"cap-surface\", group_col_2=\"stalk-surface-above-ring\", and predicate \"gill-attachment\" = 'FREE'. Added LIMIT 12 from top_k."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_51b7e888df2afbed/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/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea29be28d7792d829ebbdbed034f2e6f441997c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:03.345210+00:00", + "ended_at": "2026-05-19T16:17:06.788203+00:00", + "elapsed_ms": 3442.94, + "returncode": 1, + "prompt_metrics": { + "chars": 12750, + "bytes_utf8": 12750, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13ce7531504c550fceafb27f5de06123944cb547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:07.791164+00:00", + "ended_at": "2026-05-19T16:17:10.944893+00:00", + "elapsed_ms": 3153.67, + "returncode": 1, + "prompt_metrics": { + "chars": 12750, + "bytes_utf8": 12750, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e502b9569408747eea69039348a148e34c6dad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ring-type.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ring-type", + "predicate_col": "ring-type", + "predicate_op": "=", + "predicate_value": "EVANESCENT", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e502b9569408747eea69039348a148e34c6dad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ring-type.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ring-type", + "predicate_col": "ring-type", + "predicate_op": "=", + "predicate_value": "EVANESCENT", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bad5aee5e35e5133c3d11e66d4c7dc502f4fb314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c6f6-70c2-bc2f-5e5d70f696cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0432ec5d6ee07e8adef1bcae178aa314909f5ac8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c6f6-70c2-bc2f-5e5d70f696cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92be88e0fecfbc3c7e833aa757faa607b571cb4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d83c-7d23-aa84-04bd36f8c1ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7341de2167c658d66edbd1b9f533f0e586256883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d83c-7d23-aa84-04bd36f8c1ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/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/c5/artifacts/v2q_c5_5885950b1ee172c5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5885950b1ee172c5/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/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7bbafab391dbd5f425afbccc9e8c543b7d4f38c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:10.949973+00:00", + "ended_at": "2026-05-19T16:17:14.808484+00:00", + "elapsed_ms": 3858.33, + "returncode": 1, + "prompt_metrics": { + "chars": 12746, + "bytes_utf8": 12746, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47b9f044ce50ef394702b6d900412e8195d35cd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ring-type.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ring-type", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "POISONOUS", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47b9f044ce50ef394702b6d900412e8195d35cd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ring-type.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ring-type", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "POISONOUS", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bae197de43eccc727d8eea06a91db9b195d9fa3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e49b-7ef0-b9aa-b97831b0877f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b2e67475752bafe7302b26ce5f5679b8061bfe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e49b-7ef0-b9aa-b97831b0877f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80259bbeb912f9d907d619f810f2621726408d85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-f79e-74c0-a2df-1887249befb8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_5af85b78ab9293dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5af85b78ab9293dd/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/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b4271256d78d7aeb4eb0c802e9d04c34479b30cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/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": "2026-05-19T16:13:25.195646+00:00", + "ended_at": "2026-05-19T16:13:28.263364+00:00", + "elapsed_ms": 3067.69, + "returncode": 1, + "prompt_metrics": { + "chars": 12897, + "bytes_utf8": 12897, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae5389c354be900687d467d1c6843492d2ae4707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/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": "2026-05-19T16:13:29.265141+00:00", + "ended_at": "2026-05-19T16:13:32.440474+00:00", + "elapsed_ms": 3175.29, + "returncode": 1, + "prompt_metrics": { + "chars": 12897, + "bytes_utf8": 12897, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4740ce85a458eb757ea00ed77158f53cbfaa79dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=cap-shape, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "cap-shape", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4740ce85a458eb757ea00ed77158f53cbfaa79dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=cap-shape, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "cap-shape", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f476c71d2a2e449800219f8b8f8550db2eb86b75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-724c-7443-8d71-d2b497a70725"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87cd990b616ef353c92da924db8c32bc595fc7ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-724c-7443-8d71-d2b497a70725"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b62cca52bc8ad18d1b2db6f803b7ee43f0916f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-823d-7b62-9f52-02654790c2b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ebd4f5ba3b32a7a186b554ebcbd34d5e2c7259b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-823d-7b62-9f52-02654790c2b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/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/c5/artifacts/v2q_c5_5cc2bc800371ee02/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_5cc2bc800371ee02/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/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d1f7fd4e27961861c7b69066af23b147c189962 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/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": "2026-05-19T16:19:32.241785+00:00", + "ended_at": "2026-05-19T16:19:38.429639+00:00", + "elapsed_ms": 6187.82, + "returncode": 1, + "prompt_metrics": { + "chars": 12699, + "bytes_utf8": 12699, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..659deec0ec8f72b9d9e013af04d19a3c4f47e3a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/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": "2026-05-19T16:19:39.432297+00:00", + "ended_at": "2026-05-19T16:19:42.584347+00:00", + "elapsed_ms": 3151.99, + "returncode": 1, + "prompt_metrics": { + "chars": 12699, + "bytes_utf8": 12699, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cc887fdc86d6b462951f2740ead360fe2cbb8ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=stalk-color-below-ring.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "stalk-color-below-ring", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cc887fdc86d6b462951f2740ead360fe2cbb8ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=stalk-color-below-ring.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "stalk-color-below-ring", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25f1f8e96e80f14b01912730b1da6c64521a4094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-0c3b-7762-865d-1af36122fa79"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4c6657144ad2d90d6204706f7cb9aa8d33d83c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-0c3b-7762-865d-1af36122fa79"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5f9719f3ef49402670aaff7c96d8ef00071c5b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2839-7f50-bd3f-bfec58ab5288"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..364e406ece7ef59e7896b35fe7ef13190c0267cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2839-7f50-bd3f-bfec58ab5288"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/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/c5/artifacts/v2q_c5_623d548def961dda/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_623d548def961dda/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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ade9089fe9413b0b628616beb0c554f3ea08762f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:38.969224+00:00", + "ended_at": "2026-05-19T16:04:41.806143+00:00", + "elapsed_ms": 2836.88, + "returncode": 1, + "prompt_metrics": { + "chars": 12820, + "bytes_utf8": 12820, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1159550d54425b67e5fa2cfa6e63e221e7ef3110 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:42.808194+00:00", + "ended_at": "2026-05-19T16:04:45.846817+00:00", + "elapsed_ms": 3038.59, + "returncode": 1, + "prompt_metrics": { + "chars": 12820, + "bytes_utf8": 12820, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..641855a0ede99f06e9ec8d7f52b41a55219db5d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=gill-color, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-color", + "condition_col": "class", + "condition_value": "EDIBLE", + "positive_value": "EDIBLE", + "negative_value": "POISONOUS", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..641855a0ede99f06e9ec8d7f52b41a55219db5d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=gill-color, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-color", + "condition_col": "class", + "condition_value": "EDIBLE", + "positive_value": "EDIBLE", + "negative_value": "POISONOUS", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7509a4482a7aaea234d551ab76e308eee6ec2693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6aea-7781-a7fc-372113869d48"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b80176225d812c116b039e348aca4eceb85c3e54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6aea-7781-a7fc-372113869d48"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03265b3c3849714401f702e4479f34f0dd3cc021 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-79a6-7832-b48d-dc7d3f54300f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd7a594263754ef426be3e930af6be230e5d1627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-79a6-7832-b48d-dc7d3f54300f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/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/c5/artifacts/v2q_c5_673e0fdc21a29ce0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_673e0fdc21a29ce0/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/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1de664a88e0ec709ea0e2d1cccdea4961d94c6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:23.737929+00:00", + "ended_at": "2026-05-19T16:11:26.601347+00:00", + "elapsed_ms": 2863.4, + "returncode": 1, + "prompt_metrics": { + "chars": 12897, + "bytes_utf8": 12897, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f07d8177bedbcb302a7d161c22cc07dd786eabe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:27.603974+00:00", + "ended_at": "2026-05-19T16:11:30.849066+00:00", + "elapsed_ms": 3245.04, + "returncode": 1, + "prompt_metrics": { + "chars": 12897, + "bytes_utf8": 12897, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41c4ae2d222b9dfd0b5cc6ffc52283f23c3c0f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=veil-type, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "veil-type", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41c4ae2d222b9dfd0b5cc6ffc52283f23c3c0f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=veil-type, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "veil-type", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41c42f0f0b0d38aca5d71603d31bf96c6cc5c450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-97cb-7070-bfe6-023e98b1868a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00419f80d342b5604340e20131f2c16f04e3db5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-97cb-7070-bfe6-023e98b1868a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95f400b8de080e5b8dd2c3da9ade03c165142a54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a6f9-7bf3-80a7-c4b6989cdd18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17a4616b14404715743cf4513a574da48ceb77cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a6f9-7bf3-80a7-c4b6989cdd18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/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/c5/artifacts/v2q_c5_6af459d55f2224b6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6af459d55f2224b6/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/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..803d843f7c682bd75963a017c8d7ab74e7ea0d19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12466, "bytes_utf8": 12466, "lines": 370, "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": 276, "bytes_utf8": 276, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15733, "cached_input_tokens": 12032, "output_tokens": 266, "reasoning_output_tokens": 186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24910d4b8db4eef99c79f16a75eb6ccadc73dc59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_6b19902f0178d8f4", + "api_calls": 0, + "input_tokens": 15733, + "cached_input_tokens": 12032, + "output_tokens": 266, + "total_tokens": 15999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7986.06, + "sql_execution_elapsed_ms_total": 3.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7638b9e705c03edec154283cc0e7007f5f9d8c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:17.432782+00:00", + "ended_at": "2026-05-19T16:01:25.418870+00:00", + "elapsed_ms": 7986.06, + "prompt_metrics": { + "chars": 12466, + "bytes_utf8": 12466, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 634, + "bytes_utf8": 634, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 276, + "bytes_utf8": 276, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15733, + "cached_input_tokens": 12032, + "output_tokens": 266, + "reasoning_output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc81ff09c7cac3f814f8c90c572493e34e8d9263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=veil-type.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "veil-type", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a605ebaa3aee149c83219b47f7d23534184613d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-5787-7fd0-8a19-eddb3a189968"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"veil-type\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c5\\\"\\nGROUP BY \\\"veil-type\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the grouped count template with group_col bound to \\\"veil-type\\\" on the single table \\\"c5\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15733,"cached_input_tokens":12032,"output_tokens":266,"reasoning_output_tokens":186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c80adaf1a425638c4ce0186c7a677136555308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"veil-type\", COUNT(*) AS \"row_count\"\nFROM \"c5\"\nGROUP BY \"veil-type\"\nORDER BY \"row_count\" DESC;","notes":"Uses the grouped count template with group_col bound to \"veil-type\" on the single table \"c5\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6b19902f0178d8f4/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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8cd0c9c9e5456a600f3dd80b01077d7866fe1c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12878, "bytes_utf8": 12878, "lines": 376, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 12878, "bytes_utf8": 12878, "lines": 376, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15858, "cached_input_tokens": 12032, "output_tokens": 576, "reasoning_output_tokens": 442}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b79a811ef5943ab5a4b67d95e392c3b00894fa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_6dcbf584d622b061", + "api_calls": 0, + "input_tokens": 15858, + "cached_input_tokens": 12032, + "output_tokens": 576, + "total_tokens": 16434, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15282.78, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad230e416bd49934ae0ca07b6cd0726965f5819e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:15.772263+00:00", + "ended_at": "2026-05-19T16:06:18.765852+00:00", + "elapsed_ms": 2993.55, + "returncode": 1, + "prompt_metrics": { + "chars": 12878, + "bytes_utf8": 12878, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ed7c658dd9ddfbe6ef9cd5bb08eea0d5de734c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:19.770082+00:00", + "ended_at": "2026-05-19T16:06:32.059358+00:00", + "elapsed_ms": 12289.23, + "prompt_metrics": { + "chars": 12878, + "bytes_utf8": 12878, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 836, + "bytes_utf8": 836, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 465, + "bytes_utf8": 465, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15858, + "cached_input_tokens": 12032, + "output_tokens": 576, + "reasoning_output_tokens": 442 + } + }, + "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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cb9e92837b98f5623d86dc09735d828da17df3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=gill-size.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "gill-size", + "predicate_col": "cap-surface", + "predicate_op": "=", + "predicate_value": "SCALY", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cb9e92837b98f5623d86dc09735d828da17df3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=gill-size.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "gill-size", + "predicate_col": "cap-surface", + "predicate_op": "=", + "predicate_value": "SCALY", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bba3512acf010990c373b7bce0c3021d6ee872e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e4ce-7c51-b40a-af4bb982a15d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ee55d4cd6806a7a1a5c8db5f3956a4893f238a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e4ce-7c51-b40a-af4bb982a15d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49e8331d9e2a8971a9c647edb7659be7452c2127 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f47c-72f1-b452-9299dca07feb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"cap-surface\\\", \\\"gill-size\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c5\\\"\\nWHERE \\\"cap-surface\\\" = 'SCALY'\\nGROUP BY \\\"cap-surface\\\", \\\"gill-size\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned Filtered Two-Dimensional Group Count template using \\\"cap-surface\\\" as both the grouping field and filter predicate, with \\\"gill-size\\\" as the second grouping field and a fixed filter of 'SCALY'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15858,"cached_input_tokens":12032,"output_tokens":576,"reasoning_output_tokens":442}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..647112564ebd021914cc2f9bfe1ad4a7a66fd8c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"cap-surface\", \"gill-size\", COUNT(*) AS \"row_count\"\nFROM \"c5\"\nWHERE \"cap-surface\" = 'SCALY'\nGROUP BY \"cap-surface\", \"gill-size\"\nORDER BY \"row_count\" DESC;","notes":"Applied the planned Filtered Two-Dimensional Group Count template using \"cap-surface\" as both the grouping field and filter predicate, with \"gill-size\" as the second grouping field and a fixed filter of 'SCALY'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/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/c5/artifacts/v2q_c5_6dcbf584d622b061/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_6dcbf584d622b061/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/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9cf7d9e29eed41f7a7768f2594d835e71f380236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/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": "2026-05-19T16:19:17.983685+00:00", + "ended_at": "2026-05-19T16:19:21.074871+00:00", + "elapsed_ms": 3091.15, + "returncode": 1, + "prompt_metrics": { + "chars": 12703, + "bytes_utf8": 12703, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d70fbcd0e94c77034e8820a34fbf14dade93a97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/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": "2026-05-19T16:19:22.077347+00:00", + "ended_at": "2026-05-19T16:19:25.176200+00:00", + "elapsed_ms": 3098.81, + "returncode": 1, + "prompt_metrics": { + "chars": 12703, + "bytes_utf8": 12703, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..decdd5290b2b0f31fd74f72356f6c74f2cf8f131 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=stalk-surface-below-ring.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "stalk-surface-below-ring", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..decdd5290b2b0f31fd74f72356f6c74f2cf8f131 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=stalk-surface-below-ring.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "stalk-surface-below-ring", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc6a020b24ba5b1b8b5dd27f11162044ee96af08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-d458-7931-90e6-5c97376e802d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07a6c1da5626f064d82009261d82b797b9d03600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-d458-7931-90e6-5c97376e802d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60c23994c74ab0f9e7e63a4ce6a1733326663f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-e459-7cc1-a8bd-c40ae2ad1366"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..01e303104c3a32f155e4f71f5f54a59fb79a3fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-e459-7cc1-a8bd-c40ae2ad1366"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/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/c5/artifacts/v2q_c5_7080a0732618a022/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7080a0732618a022/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/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f042663dca840c2c8a8064d8c79ac64b46cf016e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:55.677957+00:00", + "ended_at": "2026-05-19T16:04:58.756712+00:00", + "elapsed_ms": 3078.73, + "returncode": 1, + "prompt_metrics": { + "chars": 13419, + "bytes_utf8": 13419, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a6a0a7c58fbb45952a9f1196c9362df560cb26f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:59.758760+00:00", + "ended_at": "2026-05-19T16:05:03.403093+00:00", + "elapsed_ms": 3644.29, + "returncode": 1, + "prompt_metrics": { + "chars": 13419, + "bytes_utf8": 13419, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e666fb2b08e47a9587d60dbe20f2201782cc47dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=stalk-surface-below-ring, condition_col=gill-attachment.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "stalk-surface-below-ring", + "condition_col": "gill-attachment", + "condition_value": "FREE", + "positive_value": "FREE", + "negative_value": "ATTACHED", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e666fb2b08e47a9587d60dbe20f2201782cc47dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=stalk-surface-below-ring, condition_col=gill-attachment.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "stalk-surface-below-ring", + "condition_col": "gill-attachment", + "condition_value": "FREE", + "positive_value": "FREE", + "negative_value": "ATTACHED", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..589e74b5c6dfe0969da432e2cd82ea7e4f809760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-ac19-79f2-b025-fc763b5f6d22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19919a9ce373309dd607a05e21619f5cefb2bfda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-bbea-7e62-9fb3-497f72cd7826"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a6a80a730fc5c710679f37c24de273e269dce89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-bbea-7e62-9fb3-497f72cd7826"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/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/c5/artifacts/v2q_c5_7aea20cb5f88b3af/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7aea20cb5f88b3af/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/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f53ca9c70ca09ec4631a5e6f78dfd7de90a7fe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:01.468775+00:00", + "ended_at": "2026-05-19T16:15:04.691226+00:00", + "elapsed_ms": 3222.42, + "returncode": 1, + "prompt_metrics": { + "chars": 12855, + "bytes_utf8": 12855, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7cfb5c9416d767d1e35c3cd9d30feaf81a31c309 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:05.693069+00:00", + "ended_at": "2026-05-19T16:15:08.752829+00:00", + "elapsed_ms": 3059.72, + "returncode": 1, + "prompt_metrics": { + "chars": 12855, + "bytes_utf8": 12855, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db5cad94da2332a85455f1bf6147fb85103681e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=gill-size, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-size", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db5cad94da2332a85455f1bf6147fb85103681e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=gill-size, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-size", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c6f5a27aeeaef449bfa26006de2972819a1631b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-ea76-7f41-b4d7-5059bcb698ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..668c914218841eac4ad21eeafad41dffd0e1a294 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-ea76-7f41-b4d7-5059bcb698ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd89e5bdd0e85a71992d79bc86d81b965d4350a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fade-71d0-aaec-2b17c2fc3be5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1440177883730676b330c37b35299a4790b7c5ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fade-71d0-aaec-2b17c2fc3be5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/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/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_7fdb2d3362e2c35d/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/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fc2f343854e9f96dcddec98bb184d1dec3adc3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:15.971349+00:00", + "ended_at": "2026-05-19T16:15:19.016315+00:00", + "elapsed_ms": 3044.94, + "returncode": 1, + "prompt_metrics": { + "chars": 12845, + "bytes_utf8": 12845, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a64f0e77af7c3c4b8b62e3aff02d64389109da9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:20.018549+00:00", + "ended_at": "2026-05-19T16:15:22.771384+00:00", + "elapsed_ms": 2752.79, + "returncode": 1, + "prompt_metrics": { + "chars": 12845, + "bytes_utf8": 12845, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d817a3d44db508ef61dd2ed46e73c6af27856ced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=gill-color, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d817a3d44db508ef61dd2ed46e73c6af27856ced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=gill-color, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5d1b639768574e8e70bf211eacada4f646f9462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-22fd-7b73-9073-7088d9ccc4c8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e1a4a175289611b094d6950b6d4e886d7abdbfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-22fd-7b73-9073-7088d9ccc4c8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0e48e7297d381c8474ee08b1d1c14e2face1ef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-32d2-7223-af23-8602d98a625f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c96e7822f2f388ac3ac11e79e64c697c395524f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-32d2-7223-af23-8602d98a625f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/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/c5/artifacts/v2q_c5_81328687b61b32a6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81328687b61b32a6/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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..689944478565371d6388385c6aba68a36b50f757 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:45.850075+00:00", + "ended_at": "2026-05-19T16:04:48.697752+00:00", + "elapsed_ms": 2847.65, + "returncode": 1, + "prompt_metrics": { + "chars": 12820, + "bytes_utf8": 12820, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7332b623e6c0a62e646c4c2e29001ed0b1b22657 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:49.699357+00:00", + "ended_at": "2026-05-19T16:04:55.674476+00:00", + "elapsed_ms": 5975.08, + "returncode": 1, + "prompt_metrics": { + "chars": 12820, + "bytes_utf8": 12820, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..336db917c20c2b8369334603995f0c8a0641e1c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=gill-color, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-color", + "condition_col": "class", + "condition_value": "POISONOUS", + "positive_value": "EDIBLE", + "negative_value": "POISONOUS", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..336db917c20c2b8369334603995f0c8a0641e1c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=gill-color, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-color", + "condition_col": "class", + "condition_value": "POISONOUS", + "positive_value": "EDIBLE", + "negative_value": "POISONOUS", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c6a945b76ceb9aeaeb3479a18ed236c1a267629 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-858e-7931-badc-5cc82a103f6a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ed785eccc685974d141ce11d7791461395fde53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-858e-7931-badc-5cc82a103f6a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db910c5c4dd763e49a39798a6fe9ef2419c15d2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-94bd-7a22-81b1-c0977ce5fa2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c74083f9c869f248113154e61c3bb2b608a18931 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-94bd-7a22-81b1-c0977ce5fa2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/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/c5/artifacts/v2q_c5_8197a60c43b19ca9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8197a60c43b19ca9/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/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52c477b76619aa9f572a5de2e6eede2710ebc67c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:03.529104+00:00", + "ended_at": "2026-05-19T16:13:06.477872+00:00", + "elapsed_ms": 2948.74, + "returncode": 1, + "prompt_metrics": { + "chars": 12884, + "bytes_utf8": 12884, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c57a0a76785032fdfc929a9ec6583ed5eba7db1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:07.480216+00:00", + "ended_at": "2026-05-19T16:13:10.746309+00:00", + "elapsed_ms": 3266.05, + "returncode": 1, + "prompt_metrics": { + "chars": 12884, + "bytes_utf8": 12884, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84eceecafcd8cd9a95d8311b4eba8a7175aea438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..84eceecafcd8cd9a95d8311b4eba8a7175aea438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b19381bec28ebfc76ce0e325392656f4f6e6ea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1db2-7f41-8e79-e8b4e1ad600e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a5a72ed3c8d142cc17ffafb4e21953a99bc7239 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1db2-7f41-8e79-e8b4e1ad600e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df34766ee1a7477744c61bd7a210614c39f997f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2d24-7402-9602-0a1c6fe93e68"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aba781db269ab2c59746953361790abf8a1069c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2d24-7402-9602-0a1c6fe93e68"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/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/c5/artifacts/v2q_c5_81cc9b77206fc3ad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_81cc9b77206fc3ad/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/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..11b4ea678166723286972f29a8598fd99184c1e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:29.205492+00:00", + "ended_at": "2026-05-19T16:09:32.325865+00:00", + "elapsed_ms": 3120.35, + "returncode": 1, + "prompt_metrics": { + "chars": 12549, + "bytes_utf8": 12549, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0317ec458fe26e9f79551f04f861a9bec01fc95b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:33.328106+00:00", + "ended_at": "2026-05-19T16:09:36.406429+00:00", + "elapsed_ms": 3078.3, + "returncode": 1, + "prompt_metrics": { + "chars": 12549, + "bytes_utf8": 12549, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee7b571c2020d0edf6895635504a90140d7d70a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=population.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "population", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee7b571c2020d0edf6895635504a90140d7d70a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=population.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "population", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbb4a7acb452e13ce47dcbdc612c502fd5ea7751 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d8aa-7032-9f6c-2eee5089b396"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..153953a07f9deb68dd6f62f68559c25863097707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d8aa-7032-9f6c-2eee5089b396"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68484194c2bda3573a76e48fa499ea8a48bed794 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-e8ba-75f3-95b9-0eefeb10d52f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29bb274f01ea3e254d2d25236788ad0598dbeaab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-e8ba-75f3-95b9-0eefeb10d52f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/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/c5/artifacts/v2q_c5_8475c8e011048fc2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8475c8e011048fc2/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/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6eac4db43dd441085e0d9b9e5bc9d6abecfbf0d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/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": "2026-05-19T16:19:42.587665+00:00", + "ended_at": "2026-05-19T16:19:46.206732+00:00", + "elapsed_ms": 3619.03, + "returncode": 1, + "prompt_metrics": { + "chars": 12674, + "bytes_utf8": 12674, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49f27b7a4ef52d797d402170528f52a136e507c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:47.209419+00:00", + "ended_at": "2026-05-19T16:19:51.650096+00:00", + "elapsed_ms": 4440.63, + "returncode": 1, + "prompt_metrics": { + "chars": 12674, + "bytes_utf8": 12674, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e0cf296a2020424201e68f6aede9476c7cff86f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=veil-type.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "veil-type", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e0cf296a2020424201e68f6aede9476c7cff86f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=veil-type.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "veil-type", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e70226ef24b75bab85990d1e8d8c746b91305550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3465-70d1-bcca-5d90294942d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf74d652cdaa12ec47ba1778fc90cdabf9d735c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3465-70d1-bcca-5d90294942d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38ca811fa7b0c8b39cdd8ce2ceffcfcb702219ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-468a-7af2-a14f-f4bd1892abc2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7d925cb522f670c99b2d6c6ac68ca5511ff711c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-468a-7af2-a14f-f4bd1892abc2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/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/c5/artifacts/v2q_c5_84d357b96a4b43ee/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_84d357b96a4b43ee/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/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fec18eb23974a2a4b1167d0fe59e4bb409e02dea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:05.912033+00:00", + "ended_at": "2026-05-19T16:09:09.107641+00:00", + "elapsed_ms": 3195.58, + "returncode": 1, + "prompt_metrics": { + "chars": 12561, + "bytes_utf8": 12561, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d2debe8d300f7ebb156e9b9e5577a9067fd4176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:10.110063+00:00", + "ended_at": "2026-05-19T16:09:12.855208+00:00", + "elapsed_ms": 2745.1, + "returncode": 1, + "prompt_metrics": { + "chars": 12561, + "bytes_utf8": 12561, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..702d45901b6828e797619e134f3b39fe8abbe7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=spore-print-color.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "spore-print-color", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..702d45901b6828e797619e134f3b39fe8abbe7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=spore-print-color.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "spore-print-color", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..076991cda9846a94718d745dee6ac957fae183c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7d70-77f0-88dd-be8bb77b94d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..043214eecad61b338ee8443106526e1199157133 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7d70-77f0-88dd-be8bb77b94d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9ae2b64f7a70b16e906131752ed5933f0b46fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8dd2-7642-b5de-9a2c4bfebefd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a7623fc76366ca6b614f6e059d912da5c23e817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8dd2-7642-b5de-9a2c4bfebefd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/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/c5/artifacts/v2q_c5_85ce475515abb7f7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85ce475515abb7f7/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/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53c13e55a75327e73655fac35ff394b5261841c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:52.206218+00:00", + "ended_at": "2026-05-19T16:17:55.435604+00:00", + "elapsed_ms": 3229.34, + "returncode": 1, + "prompt_metrics": { + "chars": 12738, + "bytes_utf8": 12738, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d01965ea781d2c4cad137029ce631bbf4ef5a167 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:56.439438+00:00", + "ended_at": "2026-05-19T16:18:00.207761+00:00", + "elapsed_ms": 3768.25, + "returncode": 1, + "prompt_metrics": { + "chars": 12738, + "bytes_utf8": 12738, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4070f43db8343a297af2025f27f3d77c29ae95bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=habitat.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "habitat", + "predicate_col": "habitat", + "predicate_op": "=", + "predicate_value": "PATHS", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4070f43db8343a297af2025f27f3d77c29ae95bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=habitat.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "habitat", + "predicate_col": "habitat", + "predicate_op": "=", + "predicate_value": "PATHS", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3c1c36ea58c9b3adbcb3f6ab77d0eb5cd13b695 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-85ad-7573-8349-59e325e7c3bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4083d930042b031bc1ca5102d632c6fa97cb132a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-85ad-7573-8349-59e325e7c3bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..753958e91101389cc6cb76d6b953747fbf732176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9667-7952-bd10-3a0852899e18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..691648b7f71eab148a6a9a0e99b8c5bafa5fe98b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9667-7952-bd10-3a0852899e18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/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/c5/artifacts/v2q_c5_85f719151b56c857/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_85f719151b56c857/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/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b242e66c37d4bd683cecbf7feb3861e91bec83fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/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": "2026-05-19T16:20:27.522034+00:00", + "ended_at": "2026-05-19T16:20:30.528533+00:00", + "elapsed_ms": 3006.47, + "returncode": 1, + "prompt_metrics": { + "chars": 12886, + "bytes_utf8": 12886, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e2237fd01ea17d95232ba114b8b38b2a9f0b791 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/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": "2026-05-19T16:20:31.531736+00:00", + "ended_at": "2026-05-19T16:20:34.866738+00:00", + "elapsed_ms": 3334.96, + "returncode": 1, + "prompt_metrics": { + "chars": 12886, + "bytes_utf8": 12886, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57a596278c3e1f4072d50c67091b175c8c3fb93c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ring-type.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "ring-type", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "EDIBLE", + "entity_col": "ring-type", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..57a596278c3e1f4072d50c67091b175c8c3fb93c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ring-type.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "ring-type", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "EDIBLE", + "entity_col": "ring-type", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e742c63e4c879b6fcf5fc9a4c84848af913d1420 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e403-7832-9308-69e787e44987"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f3b867837acc814e870b474786622056c12d9d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e403-7832-9308-69e787e44987"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab539b346a91d3f035fb53fd564c774bb37f1821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-f3a6-7f13-8033-9c11724b3a98"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..171dc7d33f97ef0db93681037dc4495efd39eab6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-f3a6-7f13-8033-9c11724b3a98"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/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/c5/artifacts/v2q_c5_88075de7b3c52dba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_88075de7b3c52dba/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/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19892404169ee593181d7e20de68aeda9aca957b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:37.727142+00:00", + "ended_at": "2026-05-19T16:11:40.662459+00:00", + "elapsed_ms": 2935.29, + "returncode": 1, + "prompt_metrics": { + "chars": 12894, + "bytes_utf8": 12894, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..409013d667b0f602c08954b2bbc1e145c7979be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:41.664337+00:00", + "ended_at": "2026-05-19T16:11:46.588174+00:00", + "elapsed_ms": 4923.8, + "returncode": 1, + "prompt_metrics": { + "chars": 12894, + "bytes_utf8": 12894, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96af798e1dc8637854d6828c1a96eccedf5e9b6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=veil-color, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "veil-color", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..96af798e1dc8637854d6828c1a96eccedf5e9b6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=veil-color, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "veil-color", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf6b4caa030802db6981add1614fc3dee579b9a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ced5-7990-9d6d-3d00303d3c72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..547a8c8ee1695206bee3ac4d78945f7301105d36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ced5-7990-9d6d-3d00303d3c72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1603f17442bd7ea1be29ef257aeb88e5777c8dac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ddfc-7662-9e50-46c7853c6580"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..156100ea8dc7823ad8d1fb7cacf680b86a118b42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ddfc-7662-9e50-46c7853c6580"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/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/c5/artifacts/v2q_c5_8a5655ba7885d0e2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8a5655ba7885d0e2/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/c5/artifacts/v2q_c5_8b8176e42168b125/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3aca13c1ddb5872dfe26b5eec1db9682108b957e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12563, "bytes_utf8": 12563, "lines": 370, "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": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15773, "cached_input_tokens": 14720, "output_tokens": 338, "reasoning_output_tokens": 234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f9fc31ebedaf44f91afce7eb8b14d787ffe62ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_8b8176e42168b125", + "api_calls": 0, + "input_tokens": 15773, + "cached_input_tokens": 14720, + "output_tokens": 338, + "total_tokens": 16111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8975.42, + "sql_execution_elapsed_ms_total": 2.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3fb6e704a3e5166370c837434969d80033e7e77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/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": "2026-05-19T16:09:12.858103+00:00", + "ended_at": "2026-05-19T16:09:21.833545+00:00", + "elapsed_ms": 8975.42, + "prompt_metrics": { + "chars": 12563, + "bytes_utf8": 12563, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 714, + "bytes_utf8": 714, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 353, + "bytes_utf8": 353, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15773, + "cached_input_tokens": 14720, + "output_tokens": 338, + "reasoning_output_tokens": 234 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e7ce44644186d87f75abb1d894ebbdb806d462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=spore-print-color.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "spore-print-color", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..979d74669e12cdc3558a8168b0e9e74312199dd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9895-75e0-8532-1d97e6210b1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"spore-print-color\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c5\\\"\\nGROUP BY \\\"spore-print-color\\\"\\nORDER BY \\\"support\\\" ASC, \\\"spore-print-color\\\"\\nLIMIT 16;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"spore-print-color\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15773,"cached_input_tokens":14720,"output_tokens":338,"reasoning_output_tokens":234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebdc06dec575ec5608cc58dd33b307a56fb72d75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"spore-print-color\",\n COUNT(*) AS \"support\"\nFROM \"c5\"\nGROUP BY \"spore-print-color\"\nORDER BY \"support\" ASC, \"spore-print-color\"\nLIMIT 16;","notes":"Applied the Low-Support Group Count template with group_col bound to \"spore-print-color\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8b8176e42168b125/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/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6fe7301103ed22415552166e08c823a5bb672256 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:21.840514+00:00", + "ended_at": "2026-05-19T16:09:25.110162+00:00", + "elapsed_ms": 3269.62, + "returncode": 1, + "prompt_metrics": { + "chars": 12547, + "bytes_utf8": 12547, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b0e9634ae4c4fe3ba4fa78474eb06383120e6bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:26.111788+00:00", + "ended_at": "2026-05-19T16:09:29.202219+00:00", + "elapsed_ms": 3090.4, + "returncode": 1, + "prompt_metrics": { + "chars": 12547, + "bytes_utf8": 12547, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..912aaedf787f0723becf0dcf985d5383e6c2c648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=population.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "population", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..912aaedf787f0723becf0dcf985d5383e6c2c648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=population.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "population", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e54882296dec6d20c2611cce60614d6b33e35b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-bbb3-7230-a4fd-b12c8a23c2ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c96447e009d68db944cc9db0bc3a740e0be7936 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-bbb3-7230-a4fd-b12c8a23c2ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4efcbc4c0c08e72c7937a181553d898c2e3a7a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-cc59-7b73-a577-15138f94e392"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..871646dabe2760c22457524bff3cea4850a5d0b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-cc59-7b73-a577-15138f94e392"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/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/c5/artifacts/v2q_c5_8d29b414afca06d9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d29b414afca06d9/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/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a7b751750a7c97f4082f628d941b3d40a665312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/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": "2026-05-19T16:20:42.050031+00:00", + "ended_at": "2026-05-19T16:20:54.120571+00:00", + "elapsed_ms": 12070.52, + "returncode": 1, + "prompt_metrics": { + "chars": 12897, + "bytes_utf8": 12897, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b119d4337f5636cada178ae2d604714ca7ed7209 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/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": "2026-05-19T16:20:55.122577+00:00", + "ended_at": "2026-05-19T16:20:58.325109+00:00", + "elapsed_ms": 3202.49, + "returncode": 1, + "prompt_metrics": { + "chars": 12897, + "bytes_utf8": 12897, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ffdc18d65ad224d262bb3ea9e4079ed250f5ad0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=population.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "population", + "predicate_col": "population", + "predicate_op": "=", + "predicate_value": "NUMEROUS", + "entity_col": "population", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ffdc18d65ad224d262bb3ea9e4079ed250f5ad0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=population.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "population", + "predicate_col": "population", + "predicate_op": "=", + "predicate_value": "NUMEROUS", + "entity_col": "population", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6357afc65caa7469d1769c6e01ec885aca5b599 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-1cc1-78e1-8e7f-334db78385dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a06e6bb970ea4ac0c382f3721b581b0477ba299d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-1cc1-78e1-8e7f-334db78385dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b48b50dc9b149cea27605de3912e331c8760fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-4fe0-7323-90a2-93df0d62defd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..07a462577dd6216cc184aa6e2ccf5e9063316b57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-4fe0-7323-90a2-93df0d62defd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/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/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8d6a7bd551dbdab8/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/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c17c9fe945293791ed141429972a1d35fcb891d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/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": "2026-05-19T16:21:38.164878+00:00", + "ended_at": "2026-05-19T16:21:41.869267+00:00", + "elapsed_ms": 3704.36, + "returncode": 1, + "prompt_metrics": { + "chars": 12898, + "bytes_utf8": 12898, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a93fe4c35907e8cf2a1db6528f12957b11e5cac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/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": "2026-05-19T16:21:42.871044+00:00", + "ended_at": "2026-05-19T16:21:46.137720+00:00", + "elapsed_ms": 3266.64, + "returncode": 1, + "prompt_metrics": { + "chars": 12898, + "bytes_utf8": 12898, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d522fa85be7740470d5266b3a095a668cc6638e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=cap-surface.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "cap-surface", + "predicate_col": "cap-surface", + "predicate_op": "=", + "predicate_value": "SCALY", + "entity_col": "cap-surface", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d522fa85be7740470d5266b3a095a668cc6638e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=cap-surface.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "cap-surface", + "predicate_col": "cap-surface", + "predicate_op": "=", + "predicate_value": "SCALY", + "entity_col": "cap-surface", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31902727d7925b1f001ca4fc18274e4271d9392a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-f82f-7820-9bcc-37eba8c49de5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25d0269c4e4c83800d66bfa96d5210c6d464e034 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-f82f-7820-9bcc-37eba8c49de5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d047a07d2f50c02c74e3c481a488990cf476e90c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-0a6f-7172-966e-f74e548a2a9a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..edfc09548de29764c963f22c47231e0bec89be81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-0a6f-7172-966e-f74e548a2a9a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/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/c5/artifacts/v2q_c5_8ebcfeac75eba157/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_8ebcfeac75eba157/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/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..55eb40e780c064fbc61f739659d5a1ff34e9a690 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:08.757297+00:00", + "ended_at": "2026-05-19T16:15:11.953401+00:00", + "elapsed_ms": 3196.08, + "returncode": 1, + "prompt_metrics": { + "chars": 12851, + "bytes_utf8": 12851, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3de2deade36270d2d990623db2949b3c815e6f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:12.954962+00:00", + "ended_at": "2026-05-19T16:15:15.968387+00:00", + "elapsed_ms": 3013.4, + "returncode": 1, + "prompt_metrics": { + "chars": 12851, + "bytes_utf8": 12851, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..982a47f7ab84f6dcf1ee94e28583bd94cf6ceee9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=gill-size, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-size", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..982a47f7ab84f6dcf1ee94e28583bd94cf6ceee9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=gill-size, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-size", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..655221e99925d4a6eee2212344365674e6607ab2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-06db-7af1-8fa6-a2e334b4a992"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd311ab304cca5321d592fc1906c6b491424ab5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-06db-7af1-8fa6-a2e334b4a992"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..91d27cb8464def09654a8bd3490c34a9273b3dcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-173b-7bf1-8c31-ea844a223020"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8b21b34dc668d4807ae95cecff7d19888e0e1b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-173b-7bf1-8c31-ea844a223020"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/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/c5/artifacts/v2q_c5_9448d71f2bb2eda1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9448d71f2bb2eda1/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/c5/artifacts/v2q_c5_959cf23099233810/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_959cf23099233810/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14829b53e5569abf22a6fc2550a9de9f43b97cd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_959cf23099233810/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:51.392957+00:00", + "ended_at": "2026-05-19T16:10:54.304402+00:00", + "elapsed_ms": 2911.42, + "returncode": 1, + "prompt_metrics": { + "chars": 12725, + "bytes_utf8": 12725, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_959cf23099233810/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_959cf23099233810/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca08b7bce82b58bf47a3df0a9be51613cdf2a7a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_959cf23099233810/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1989-7f71-9ae8-40601d43f261"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_959cf23099233810/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_959cf23099233810/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/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17f7e7eb0d7e7b7f72982d17666fda1bdee39e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:25.202113+00:00", + "ended_at": "2026-05-19T16:14:28.663879+00:00", + "elapsed_ms": 3461.73, + "returncode": 1, + "prompt_metrics": { + "chars": 12855, + "bytes_utf8": 12855, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9d2fcf70117b23229e9a05f9effbb8f6d2275ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:29.665827+00:00", + "ended_at": "2026-05-19T16:14:32.556779+00:00", + "elapsed_ms": 2890.92, + "returncode": 1, + "prompt_metrics": { + "chars": 12855, + "bytes_utf8": 12855, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..309dbea22e6a03393cc54dcf3c5f7beb214e73e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bruises?, group_col_2=habitat, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bruises?", + "group_col_2": "habitat", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..309dbea22e6a03393cc54dcf3c5f7beb214e73e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bruises?, group_col_2=habitat, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bruises?", + "group_col_2": "habitat", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0abdae480d6d3f7ac31439980af4178dc9e4ed9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5cc0-78c2-b7dc-87d137bf0e7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d3e945fe0efca5338c1d410c80c2cb3430de2c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5cc0-78c2-b7dc-87d137bf0e7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1de994c8d8eced17393a74593b05821b7957726 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-6e31-7f83-bee4-a2de136a7a22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3a35ccd6ccf83f60e949e575da6004bbe426489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-6e31-7f83-bee4-a2de136a7a22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/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/c5/artifacts/v2q_c5_9823afbbecd34ab4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9823afbbecd34ab4/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/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..066f437abee8ab0f296de88441cf9670f7f52554 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/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": "2026-05-19T16:07:42.422917+00:00", + "ended_at": "2026-05-19T16:07:45.208452+00:00", + "elapsed_ms": 2785.51, + "returncode": 1, + "prompt_metrics": { + "chars": 12573, + "bytes_utf8": 12573, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d549d34d4a7df5f318cded9f05e1d42e50f442d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/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": "2026-05-19T16:07:46.210426+00:00", + "ended_at": "2026-05-19T16:07:49.565679+00:00", + "elapsed_ms": 3355.22, + "returncode": 1, + "prompt_metrics": { + "chars": 12573, + "bytes_utf8": 12573, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a8853efd3445c050070ca6cc01273a12732e849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=stalk-color-above-ring.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "stalk-color-above-ring", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a8853efd3445c050070ca6cc01273a12732e849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=stalk-color-above-ring.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "stalk-color-above-ring", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..051d9468ef56f8302cf1960972e76fe0e835d510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-374e-7cd1-a3f7-9f2dd78f17d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0e5fa4a4ce54744360271fcbd3eac44b53d3506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-374e-7cd1-a3f7-9f2dd78f17d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bea2596d054d65c2f8ca32f6f53535f24244d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4625-79a1-95f9-32804e5bc805"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9650dda64fc19e845031857a0e49c39d4fb714ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4625-79a1-95f9-32804e5bc805"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/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/c5/artifacts/v2q_c5_9ab4ab805141c6b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9ab4ab805141c6b5/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/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ba039097b12441fad293fe5d60167a6e2f6c956 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:39.847278+00:00", + "ended_at": "2026-05-19T16:08:43.089236+00:00", + "elapsed_ms": 3241.93, + "returncode": 1, + "prompt_metrics": { + "chars": 12551, + "bytes_utf8": 12551, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1dda4eff6604a594daf23c3258403a1566eb0312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:44.091075+00:00", + "ended_at": "2026-05-19T16:08:46.952763+00:00", + "elapsed_ms": 2861.65, + "returncode": 1, + "prompt_metrics": { + "chars": 12551, + "bytes_utf8": 12551, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1218fcc524a0c8b4d1cac49de4300e882a16ad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ring-number.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ring-number", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1218fcc524a0c8b4d1cac49de4300e882a16ad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ring-number.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ring-number", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92283cde0f2944c815e33ad7ea97f4dfba02dcb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1792-7c43-becd-a28f7cec952d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d57d22b91274ec498650c938c6bb1b2f89779f8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1792-7c43-becd-a28f7cec952d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a01506832548f0bea31df83500624706e6b830c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-283b-7ba3-a1ea-e8dc7a6bb067"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5eff65e985a2729bf32b18b4eb9c64f1c294cfcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-283b-7ba3-a1ea-e8dc7a6bb067"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/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/c5/artifacts/v2q_c5_9be30e2f343c8009/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9be30e2f343c8009/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/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0570d754e121b326cb9e812659b237358a36e532 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/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": "2026-05-19T16:20:19.895943+00:00", + "ended_at": "2026-05-19T16:20:23.232156+00:00", + "elapsed_ms": 3336.19, + "returncode": 1, + "prompt_metrics": { + "chars": 12892, + "bytes_utf8": 12892, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f9d5ff313af9fc4ac115ed64c5b72271fc68564f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/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": "2026-05-19T16:20:24.234927+00:00", + "ended_at": "2026-05-19T16:20:27.517345+00:00", + "elapsed_ms": 3282.36, + "returncode": 1, + "prompt_metrics": { + "chars": 12892, + "bytes_utf8": 12892, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eea125fe69dc8d49b218718d247330eb66ec2aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=ring-type.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "ring-type", + "predicate_col": "ring-type", + "predicate_op": "=", + "predicate_value": "FLARING", + "entity_col": "ring-type", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eea125fe69dc8d49b218718d247330eb66ec2aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=ring-type.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "ring-type", + "predicate_col": "ring-type", + "predicate_op": "=", + "predicate_value": "FLARING", + "entity_col": "ring-type", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a01aa59d91abaabd1e4fd55436cd7edda1d0b90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-c631-7921-8121-e54b304cddc0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..784d8921f83f44d7b333f67b47049df7fc7a54bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-c631-7921-8121-e54b304cddc0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e86f26d7f237ab4b8d557447afdd4b9975dacdab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d725-7350-bda5-cdfd16f4eaa0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a018681c7d3dd293aa75566c427ba6ca38c164f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d725-7350-bda5-cdfd16f4eaa0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/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/c5/artifacts/v2q_c5_9e56e92ca66c11c1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_9e56e92ca66c11c1/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/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8765e5e8c8f0296c414fabf94616a495444d22d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12804, "bytes_utf8": 12804, "lines": 375, "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": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15825, "cached_input_tokens": 12032, "output_tokens": 293, "reasoning_output_tokens": 178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..581ec3c82c4308cc3e191217c789a4c6626e47ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_a3d55e23fd4f73f2", + "api_calls": 0, + "input_tokens": 15825, + "cached_input_tokens": 12032, + "output_tokens": 293, + "total_tokens": 16118, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9320.3, + "sql_execution_elapsed_ms_total": 8.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6eb8ad5b4ffc6b3542377a4e3f0416f7c4caccb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:18.778485+00:00", + "ended_at": "2026-05-19T16:04:28.098820+00:00", + "elapsed_ms": 9320.3, + "prompt_metrics": { + "chars": 12804, + "bytes_utf8": 12804, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15825, + "cached_input_tokens": 12032, + "output_tokens": 293, + "reasoning_output_tokens": 178 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3756019405ace950f2c88db95c39ad109d7714d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=gill-size, condition_col=habitat.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gill-size", + "condition_col": "habitat", + "condition_value": "WOODS", + "positive_value": "WOODS", + "negative_value": "GRASSES", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e7b27469d8f7911c372e5ffb16770c7a42dfee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1bea-78d2-9fca-6125bd6eb149"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"gill-size\\\",\\n AVG(CASE WHEN \\\"habitat\\\" = 'WOODS' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c5\\\"\\nGROUP BY \\\"gill-size\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Grouped condition rate query using \\\"gill-size\\\" as the grouping column and the share of rows with \\\"habitat\\\" = 'WOODS' as the condition rate.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15825,"cached_input_tokens":12032,"output_tokens":293,"reasoning_output_tokens":178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc768f49c668dceb74775e1d4f1fb331f2b32412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"gill-size\",\n AVG(CASE WHEN \"habitat\" = 'WOODS' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c5\"\nGROUP BY \"gill-size\"\nORDER BY \"condition_rate\" DESC;","notes":"Grouped condition rate query using \"gill-size\" as the grouping column and the share of rows with \"habitat\" = 'WOODS' as the condition rate."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a3d55e23fd4f73f2/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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5465bfd5b964f3f5694d6f5006f590b9a4abc568 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12848, "bytes_utf8": 12848, "lines": 375, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 12848, "bytes_utf8": 12848, "lines": 375, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15837, "cached_input_tokens": 14720, "output_tokens": 218, "reasoning_output_tokens": 114}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcef1e37f66f5c4974fbe7bcea572327a816d325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_a484a4d526fe64db", + "api_calls": 0, + "input_tokens": 15837, + "cached_input_tokens": 14720, + "output_tokens": 218, + "total_tokens": 16055, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9708.49, + "sql_execution_elapsed_ms_total": 3.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19c70144753d5dc928b3dcc2595d0630a2c2575b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:45.127132+00:00", + "ended_at": "2026-05-19T16:02:47.813679+00:00", + "elapsed_ms": 2686.51, + "returncode": 1, + "prompt_metrics": { + "chars": 12848, + "bytes_utf8": 12848, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4dfc239a58cfd20d8d1455e285f9762656fe685b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:48.816076+00:00", + "ended_at": "2026-05-19T16:02:55.838102+00:00", + "elapsed_ms": 7021.98, + "prompt_metrics": { + "chars": 12848, + "bytes_utf8": 12848, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15837, + "cached_input_tokens": 14720, + "output_tokens": 218, + "reasoning_output_tokens": 114 + } + }, + "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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20be5e06b13e97e64cab97847c93fe3640777abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=cap-color, condition_col=stalk-surface-below-ring.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-color", + "condition_col": "stalk-surface-below-ring", + "condition_value": "SILKY", + "positive_value": "SMOOTH", + "negative_value": "SILKY", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20be5e06b13e97e64cab97847c93fe3640777abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=cap-color, condition_col=stalk-surface-below-ring.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-color", + "condition_col": "stalk-surface-below-ring", + "condition_value": "SILKY", + "positive_value": "SMOOTH", + "negative_value": "SILKY", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..994a75d633138bb360485f3ee16ec19c5b849b43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-ae0d-7f43-ae81-7364e343042f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1911569f4313b9a97c37d3dee0dc4abd5707bec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-ae0d-7f43-ae81-7364e343042f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eab1ca6919e7335e8c8f8d5c9744de5b599cf5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-bc84-7c22-bfdb-53380f2ad52e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"cap-color\\\",\\n AVG(CASE WHEN \\\"stalk-surface-below-ring\\\" = 'SILKY' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c5\\\"\\nGROUP BY \\\"cap-color\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Grouped condition rate by cap color, measuring the share of rows where stalk-surface-below-ring equals SILKY.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15837,"cached_input_tokens":14720,"output_tokens":218,"reasoning_output_tokens":114}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9cb51a7e3d77a3e55041261b110182a03a15717 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"cap-color\",\n AVG(CASE WHEN \"stalk-surface-below-ring\" = 'SILKY' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c5\"\nGROUP BY \"cap-color\"\nORDER BY condition_rate DESC;","notes":"Grouped condition rate by cap color, measuring the share of rows where stalk-surface-below-ring equals SILKY."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/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/c5/artifacts/v2q_c5_a484a4d526fe64db/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a484a4d526fe64db/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/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ee92e69ddf53887ea495af429e9b358144ad25f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:52.253931+00:00", + "ended_at": "2026-05-19T16:09:55.434489+00:00", + "elapsed_ms": 3180.53, + "returncode": 1, + "prompt_metrics": { + "chars": 12753, + "bytes_utf8": 12753, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56074d4ca6e10fab7e04efe67f0fff10d1eb1efd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:56.436928+00:00", + "ended_at": "2026-05-19T16:09:59.234329+00:00", + "elapsed_ms": 2797.36, + "returncode": 1, + "prompt_metrics": { + "chars": 12753, + "bytes_utf8": 12753, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..249f171e17daa7776ba1dce4aeb9610abd962adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=cap-color, group_col_2=stalk-color-above-ring.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "cap-color", + "group_col_2": "stalk-color-above-ring", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..249f171e17daa7776ba1dce4aeb9610abd962adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=cap-color, group_col_2=stalk-color-above-ring.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "cap-color", + "group_col_2": "stalk-color-above-ring", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..372e4667a87ca10b22be639b3f575550a3bebc75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-326f-7d21-9ed6-f3e3cfd17c86"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2930aff1bef3f72cfe46275310f6ea89482512b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-326f-7d21-9ed6-f3e3cfd17c86"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca4b2ab81ddc8a652710a90f0c58277abd2f49d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-42ca-7933-85a0-3eca7077fe52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..111b4b055ea7193639828e5a90718b526eb5c130 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-42ca-7933-85a0-3eca7077fe52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/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/c5/artifacts/v2q_c5_a8c4358c75436a7c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a8c4358c75436a7c/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/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2fbe8765b2d1e9e786c31d98757b8fc1bd209643 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:32.560243+00:00", + "ended_at": "2026-05-19T16:14:36.033204+00:00", + "elapsed_ms": 3472.93, + "returncode": 1, + "prompt_metrics": { + "chars": 12867, + "bytes_utf8": 12867, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc953d51122ee8036d114fddff4e960661da461a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:37.035226+00:00", + "ended_at": "2026-05-19T16:14:40.482653+00:00", + "elapsed_ms": 3447.4, + "returncode": 1, + "prompt_metrics": { + "chars": 12867, + "bytes_utf8": 12867, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80921822353e7a55215199da7feacfcf74731866 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=gill-attachment, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-attachment", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..80921822353e7a55215199da7feacfcf74731866 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=gill-attachment, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-attachment", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb4e742e8997adde0b2e548fbae051978babc6cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-796c-70e2-9b36-54f493945261"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f87403b61bcf186e68d6b674e0ae10888b2448a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-796c-70e2-9b36-54f493945261"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb1578ea00d4f5a0f0ab270986ee405f5c8e2521 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8b04-7491-9ce5-7699a2cfc460"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92d58600541f550d50314c53f4ad4ee2810577fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8b04-7491-9ce5-7699a2cfc460"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/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/c5/artifacts/v2q_c5_a941a1955252c29b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_a941a1955252c29b/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/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38e3e7f243e025ca8cd0c8cd4889a25d9b4434ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/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": "2026-05-19T16:21:05.965128+00:00", + "ended_at": "2026-05-19T16:21:09.003314+00:00", + "elapsed_ms": 3038.16, + "returncode": 1, + "prompt_metrics": { + "chars": 12879, + "bytes_utf8": 12879, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2bc21f0eb5ddc3cdfa9dc26d7595dae98ee60019 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/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": "2026-05-19T16:21:10.006172+00:00", + "ended_at": "2026-05-19T16:21:13.446982+00:00", + "elapsed_ms": 3440.77, + "returncode": 1, + "prompt_metrics": { + "chars": 12879, + "bytes_utf8": 12879, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5ee89359307bbc354c4d27e4c66c93af6426397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=habitat.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "habitat", + "predicate_col": "habitat", + "predicate_op": "=", + "predicate_value": "URBAN", + "entity_col": "habitat", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5ee89359307bbc354c4d27e4c66c93af6426397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=habitat.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "habitat", + "predicate_col": "habitat", + "predicate_op": "=", + "predicate_value": "URBAN", + "entity_col": "habitat", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f0e10486310e76bb3799fc45414ffa935446432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-7a3a-7f73-8775-760dd3c3a72c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..313eb80fc319f376e2d18f9ca82d389eb1a486e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-7a3a-7f73-8775-760dd3c3a72c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..edf343d9c8acbde74675cbd4faf04059d711a44d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-89fc-7141-a9f6-70960d78bdb7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5abbcdb949ae97383f7fa46e49866690fd3182fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-89fc-7141-a9f6-70960d78bdb7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/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/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aa91dcbfa8b190b9/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/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5f83fcb1408794f4feb92581c1f57eb04c6dd889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:25.428783+00:00", + "ended_at": "2026-05-19T16:01:28.810965+00:00", + "elapsed_ms": 3382.15, + "returncode": 1, + "prompt_metrics": { + "chars": 12467, + "bytes_utf8": 12467, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c4c78ef811b89cd195b7094ba4bda7aa1dd3c173 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:29.813521+00:00", + "ended_at": "2026-05-19T16:01:32.641646+00:00", + "elapsed_ms": 2828.08, + "returncode": 1, + "prompt_metrics": { + "chars": 12467, + "bytes_utf8": 12467, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3393a487fd46651a3567c155b3ad3674d1be61f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=veil-color.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "veil-color", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3393a487fd46651a3567c155b3ad3674d1be61f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=veil-color.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "veil-color", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2054d93b169008a8e107a12cda712ef125ab2644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-76d3-7210-b015-2c1fd46a0f39"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd1f30cead196b190280050ff1f6559911541115 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-76d3-7210-b015-2c1fd46a0f39"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0989764e518940964c70d93334ce37866d27847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8802-7393-bf40-02c061bf5ebc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e93908694cea6c44c6ebd88333ca37191db09193 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8802-7393-bf40-02c061bf5ebc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/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/c5/artifacts/v2q_c5_ad061ea273158113/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ad061ea273158113/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/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9040d042fd14bbb209828c684632f47be380b2d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12571, "bytes_utf8": 12571, "lines": 370, "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": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15779, "cached_input_tokens": 12032, "output_tokens": 332, "reasoning_output_tokens": 226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36e6abaadeb89decb6eb4493920d73c34fbc2319 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_aee9711b9591cba7", + "api_calls": 0, + "input_tokens": 15779, + "cached_input_tokens": 12032, + "output_tokens": 332, + "total_tokens": 16111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8775.42, + "sql_execution_elapsed_ms_total": 2.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db928d5a899417efa93d114468fc46117e880587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/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": "2026-05-19T16:07:33.640115+00:00", + "ended_at": "2026-05-19T16:07:42.415560+00:00", + "elapsed_ms": 8775.42, + "prompt_metrics": { + "chars": 12571, + "bytes_utf8": 12571, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15779, + "cached_input_tokens": 12032, + "output_tokens": 332, + "reasoning_output_tokens": 226 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ffcb28490c5f716ed1be1960b72349d943e5371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=stalk-color-above-ring.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "stalk-color-above-ring", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a96b6a445694dfa0e8e26d8b1d2b85b097cbd47f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1525-7420-98c0-81b391cdcff3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"stalk-color-above-ring\\\",\\n COUNT(*) AS support\\nFROM \\\"c5\\\"\\nGROUP BY \\\"stalk-color-above-ring\\\"\\nORDER BY support ASC, \\\"stalk-color-above-ring\\\"\\nLIMIT 10;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"stalk-color-above-ring\\\" and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15779,"cached_input_tokens":12032,"output_tokens":332,"reasoning_output_tokens":226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdfb95e4f7c72f6001b5e76eaf1f663baf98ea5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"stalk-color-above-ring\",\n COUNT(*) AS support\nFROM \"c5\"\nGROUP BY \"stalk-color-above-ring\"\nORDER BY support ASC, \"stalk-color-above-ring\"\nLIMIT 10;","notes":"Applied the Low-Support Group Count template with group_col bound to \"stalk-color-above-ring\" and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_aee9711b9591cba7/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/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19432f1ae87fd5e65651a9dc4b04fd982000ffd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/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": "2026-05-19T16:21:46.140814+00:00", + "ended_at": "2026-05-19T16:21:51.677907+00:00", + "elapsed_ms": 5537.07, + "returncode": 1, + "prompt_metrics": { + "chars": 12900, + "bytes_utf8": 12900, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dfd6c1815c81a6c54da066ebf6b6f4dd77286f6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/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": "2026-05-19T16:21:52.681013+00:00", + "ended_at": "2026-05-19T16:21:58.253302+00:00", + "elapsed_ms": 5572.24, + "returncode": 1, + "prompt_metrics": { + "chars": 12900, + "bytes_utf8": 12900, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c344a0056e5abf0110b0b29dd6ea1114c198c4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=cap-surface.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "cap-surface", + "predicate_col": "gill-attachment", + "predicate_op": "=", + "predicate_value": "FREE", + "entity_col": "cap-surface", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c344a0056e5abf0110b0b29dd6ea1114c198c4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=cap-surface.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "cap-surface", + "predicate_col": "gill-attachment", + "predicate_op": "=", + "predicate_value": "FREE", + "entity_col": "cap-surface", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..08048318dea2d525dc51c69b5a94444b38291fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-1762-7a80-af46-0def4d2cb8ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02e1c052e7d91bf0bffb7092a140ab922fd2cc4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-1762-7a80-af46-0def4d2cb8ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5075b7bdcae57ff1ac384b5e42b9b1f697a7712c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-30bb-7882-9445-c2841820f168"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..621af9ff68fad2affd73802a138da7fa479c06f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-30bb-7882-9445-c2841820f168"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/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/c5/artifacts/v2q_c5_b274755bb2fa50f7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b274755bb2fa50f7/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/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50bf4949736f2d4c7d889b832a7c15d92f414375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:55.551132+00:00", + "ended_at": "2026-05-19T16:16:58.906439+00:00", + "elapsed_ms": 3355.25, + "returncode": 1, + "prompt_metrics": { + "chars": 12749, + "bytes_utf8": 12749, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc5c745e4574d15e027cfddafc9d34c43bf993e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:59.909085+00:00", + "ended_at": "2026-05-19T16:17:03.339154+00:00", + "elapsed_ms": 3430.01, + "returncode": 1, + "prompt_metrics": { + "chars": 12749, + "bytes_utf8": 12749, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..081e8a9314504b5b1ebec5fa95ff3f40190aae8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ring-number.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ring-number", + "predicate_col": "habitat", + "predicate_op": "=", + "predicate_value": "PATHS", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..081e8a9314504b5b1ebec5fa95ff3f40190aae8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ring-number.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ring-number", + "predicate_col": "habitat", + "predicate_op": "=", + "predicate_value": "PATHS", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..345a4671e1a95b72e7bad33cb65dd118d6bc100a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a898-7881-a35e-fefbcf2c38eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a810da4c85366b5337ce5f0f43901085d5e99751 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a898-7881-a35e-fefbcf2c38eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2341da1e13d2bc2866712d4f7bc4bbcc602999df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b971-7152-9866-10fdbed5459c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b303c6d5944c3585f3394041ecc71d6f24676370 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b971-7152-9866-10fdbed5459c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/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/c5/artifacts/v2q_c5_b7ca1d94a1a48900/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_b7ca1d94a1a48900/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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4941b6f09d853ed0e55d9e26ea0762fde06a1235 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:13.683444+00:00", + "ended_at": "2026-05-19T16:02:17.167441+00:00", + "elapsed_ms": 3483.97, + "returncode": 1, + "prompt_metrics": { + "chars": 12842, + "bytes_utf8": 12842, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad3698a504331e8d2812c5eed63f0405dd03f77d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:18.170106+00:00", + "ended_at": "2026-05-19T16:02:21.316611+00:00", + "elapsed_ms": 3146.46, + "returncode": 1, + "prompt_metrics": { + "chars": 12842, + "bytes_utf8": 12842, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f84588555de1343692fe8333b2e431e9aad8beff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=cap-surface, condition_col=stalk-surface-above-ring.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-surface", + "condition_col": "stalk-surface-above-ring", + "condition_value": "SMOOTH", + "positive_value": "SMOOTH", + "negative_value": "SILKY", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f84588555de1343692fe8333b2e431e9aad8beff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=cap-surface, condition_col=stalk-surface-above-ring.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-surface", + "condition_col": "stalk-surface-above-ring", + "condition_value": "SMOOTH", + "positive_value": "SMOOTH", + "negative_value": "SILKY", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b9c0ce45fc28707b22b49d195e9394bce8c7ba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-335a-7311-812d-ec3269f4756b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2af4e217c6b678712f9a56128d12ffe405839609 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-335a-7311-812d-ec3269f4756b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..600c19c4c03807764ba7cbc6c0ec0abb7f966e48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-44c9-7850-9a27-ecde3e071230"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ec01294c073bcd1cf45e6a454277d681c0c9b93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-44c9-7850-9a27-ecde3e071230"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/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/c5/artifacts/v2q_c5_ba1ed40d995e80f4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ba1ed40d995e80f4/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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c3db986c4a25f14bf1108eb57f258d67a549260 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:04.507391+00:00", + "ended_at": "2026-05-19T16:02:09.361605+00:00", + "elapsed_ms": 4854.19, + "returncode": 1, + "prompt_metrics": { + "chars": 12811, + "bytes_utf8": 12811, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46f5a0960c9e3946cb8110cf5a1e14294c91c4d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:10.363576+00:00", + "ended_at": "2026-05-19T16:02:13.680374+00:00", + "elapsed_ms": 3316.77, + "returncode": 1, + "prompt_metrics": { + "chars": 12811, + "bytes_utf8": 12811, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..940af30abfd87fc307cd57efc171d8a75d7c6dde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=cap-shape, condition_col=stalk-root.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-shape", + "condition_col": "stalk-root", + "condition_value": "", + "positive_value": "BULBOUS", + "negative_value": "", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..940af30abfd87fc307cd57efc171d8a75d7c6dde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=cap-shape, condition_col=stalk-root.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-shape", + "condition_col": "stalk-root", + "condition_value": "", + "positive_value": "BULBOUS", + "negative_value": "", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c85817f3b4e75b043da60cc846680fcbfab05ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-0f57-7262-99ff-b84c297a9bdb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..483eb355d1cd77980381c7fd0c47818f0c2a3ab6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-0f57-7262-99ff-b84c297a9bdb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc3457f2436aa50d4b05eb62d2ff8d9d8250dcc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2635-7d02-9839-540842598048"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..abb403aef20b8ce2f0432c3b4c1a657019a0302b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2635-7d02-9839-540842598048"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/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/c5/artifacts/v2q_c5_bb060b5d4a77d124/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bb060b5d4a77d124/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/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47d33dd46a559c26020e167b2cfddba4461d48b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:09.075309+00:00", + "ended_at": "2026-05-19T16:20:12.466628+00:00", + "elapsed_ms": 3391.28, + "returncode": 1, + "prompt_metrics": { + "chars": 12893, + "bytes_utf8": 12893, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4876c08a4b1d712ff9c4d9f5104781dde2a52e5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/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": "2026-05-19T16:20:13.470130+00:00", + "ended_at": "2026-05-19T16:20:19.892365+00:00", + "elapsed_ms": 6422.19, + "returncode": 1, + "prompt_metrics": { + "chars": 12893, + "bytes_utf8": 12893, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbcd9bc4c144acba73305d006af8ac23773217ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ring-number.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "ring-number", + "predicate_col": "ring-number", + "predicate_op": "=", + "predicate_value": "TWO", + "entity_col": "ring-number", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbcd9bc4c144acba73305d006af8ac23773217ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ring-number.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "ring-number", + "predicate_col": "ring-number", + "predicate_op": "=", + "predicate_value": "TWO", + "entity_col": "ring-number", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b426bfd174742d791dd707e021430f5fc4932fdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-9bf9-7bb3-b6a5-3d27b6582f16"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeb66b87bdcfbb5b1bbeff7a94a92777d227bd1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-9bf9-7bb3-b6a5-3d27b6582f16"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..edfb4cc1bde029be8a1de707747de32655f6945d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-ad34-7890-9339-d8ece3a9abf8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee081bd6a17b8d0e4ca98d488fa2739ea716fd7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-ad34-7890-9339-d8ece3a9abf8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/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/c5/artifacts/v2q_c5_bd3358b6e2257361/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bd3358b6e2257361/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/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c01fc892ee40018a7fac55cf06ba19c8526ff43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:33.081490+00:00", + "ended_at": "2026-05-19T16:08:36.129096+00:00", + "elapsed_ms": 3047.58, + "returncode": 1, + "prompt_metrics": { + "chars": 12549, + "bytes_utf8": 12549, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..948d78f89c69a2f8a29ad45b893e912fb9ef51a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:37.130891+00:00", + "ended_at": "2026-05-19T16:08:39.844158+00:00", + "elapsed_ms": 2713.23, + "returncode": 1, + "prompt_metrics": { + "chars": 12549, + "bytes_utf8": 12549, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3342d7d7c1373575bdc59ffc0a773fa74937d23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ring-number.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ring-number", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3342d7d7c1373575bdc59ffc0a773fa74937d23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ring-number.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ring-number", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f938c2a2249b8ebe1e34e0248e9accb906c09bf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fd3d-7a02-bba2-da06aee5971e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc2c8eb7b207404a42ea60e048550d2c558b2631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fd3d-7a02-bba2-da06aee5971e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25aa5ccb86bca708753c80fd37eeff89b28c779a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-0d02-7ad3-bf57-4e1275bdb0e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b1b31f2bb036b306a208e16d54c4ef32da73d18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-0d02-7ad3-bf57-4e1275bdb0e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/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/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_be30aca8b3e9b4ab/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/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2a48ebf217b2196cd163bbc895589eabfe650b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12679, "bytes_utf8": 12679, "lines": 372, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 12679, "bytes_utf8": 12679, "lines": 372, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15788, "cached_input_tokens": 12032, "output_tokens": 392, "reasoning_output_tokens": 279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9aa411d0f8656ac1b8f623a8447dcac2d706298 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_bfefbbb9dc2e6546", + "api_calls": 0, + "input_tokens": 15788, + "cached_input_tokens": 12032, + "output_tokens": 392, + "total_tokens": 16180, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13992.78, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df169c86815be794ffec003e9fe9379384bb12b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:28.214733+00:00", + "ended_at": "2026-05-19T15:59:31.480505+00:00", + "elapsed_ms": 3265.74, + "returncode": 1, + "prompt_metrics": { + "chars": 12679, + "bytes_utf8": 12679, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b244991112c4d9b4e3859e2e5096d13e98cb3e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:32.482792+00:00", + "ended_at": "2026-05-19T15:59:43.209880+00:00", + "elapsed_ms": 10727.04, + "prompt_metrics": { + "chars": 12679, + "bytes_utf8": 12679, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15788, + "cached_input_tokens": 12032, + "output_tokens": 392, + "reasoning_output_tokens": 279 + } + }, + "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/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b7e35c21007cb8287df9b56099ddf8138f6cd5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=cap-surface.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "cap-surface", + "entity_col": "cap-surface", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b7e35c21007cb8287df9b56099ddf8138f6cd5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=cap-surface.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "cap-surface", + "entity_col": "cap-surface", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ffd69544f83e38e31c8f0da1734aaf503be9ee8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-ace9-7461-aa51-e88576a622d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97e22559c2c8e64fa23874ac0e5d11237ddc0da6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-ace9-7461-aa51-e88576a622d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e398027ecfadcc0d69bbbea074be61a97dbbbc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-bd77-76a0-994b-a2af53c78923"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"cap-surface\\\", COUNT(DISTINCT \\\"cap-surface\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c5\\\"\\nGROUP BY \\\"cap-surface\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 17;\",\"notes\":\"Used the required template and bindings exactly as provided. Because both group_col and entity_col are bound to \\\"cap-surface\\\", each non-NULL group will typically have a distinct count of 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15788,"cached_input_tokens":12032,"output_tokens":392,"reasoning_output_tokens":279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..116e32ae0a4fceeec50854355bdb42f3d72194c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"cap-surface\", COUNT(DISTINCT \"cap-surface\") AS \"distinct_entities\"\nFROM \"c5\"\nGROUP BY \"cap-surface\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 17;","notes":"Used the required template and bindings exactly as provided. Because both group_col and entity_col are bound to \"cap-surface\", each non-NULL group will typically have a distinct count of 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/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/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_bfefbbb9dc2e6546/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/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..569353220ace396811fe92dd2e26b4d5636086e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/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": "2026-05-19T16:19:06.796467+00:00", + "ended_at": "2026-05-19T16:19:11.354925+00:00", + "elapsed_ms": 4558.43, + "returncode": 1, + "prompt_metrics": { + "chars": 12704, + "bytes_utf8": 12704, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61706ddb18ef79af21f0bdf5f841d4965391107e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:12.356707+00:00", + "ended_at": "2026-05-19T16:19:17.979401+00:00", + "elapsed_ms": 5622.66, + "returncode": 1, + "prompt_metrics": { + "chars": 12704, + "bytes_utf8": 12704, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..132d76534de86fdb26ea751a0fedd5866edf08d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=stalk-surface-above-ring.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "stalk-surface-above-ring", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..132d76534de86fdb26ea751a0fedd5866edf08d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=stalk-surface-above-ring.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "stalk-surface-above-ring", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d4ace35be884247f46ea2ea4a2d85f08f89e206 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-a8bb-75a2-bd17-4c88cf480851"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08e9366496f74d998200146b9619737ed537e652 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-a8bb-75a2-bd17-4c88cf480851"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6d8fa51554afdae9040548536f228ad2307dae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-be67-7323-9d57-ba61ad89c210"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e04952338143f8bb752fe10018608cc300c9916 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-be67-7323-9d57-ba61ad89c210"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/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/c5/artifacts/v2q_c5_c7147ff06fa69696/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c7147ff06fa69696/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/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99af1a0be166f408da83e128de03e1fe6372efa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12670, "bytes_utf8": 12670, "lines": 372, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15789, "cached_input_tokens": 12032, "output_tokens": 282, "reasoning_output_tokens": 172}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f2ce380beeb8d491f88475347152cbc3d7e33d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_c8e09405a6810a59", + "api_calls": 0, + "input_tokens": 15789, + "cached_input_tokens": 12032, + "output_tokens": 282, + "total_tokens": 16071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8910.69, + "sql_execution_elapsed_ms_total": 4.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..11e245814da018f0bd2987b83ae9c5372ccc8955 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/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": "2026-05-19T16:00:10.401548+00:00", + "ended_at": "2026-05-19T16:00:19.312277+00:00", + "elapsed_ms": 8910.69, + "prompt_metrics": { + "chars": 12670, + "bytes_utf8": 12670, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15789, + "cached_input_tokens": 12032, + "output_tokens": 282, + "reasoning_output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15813fa9e6235c72e250b592bf5b6a872a393e34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bruises?.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bruises?", + "entity_col": "bruises?", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e9a1a56d8c677bd461f63751871192c4ac0a2bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-51ba-7b00-ae24-5631b4118a33"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bruises?\\\", COUNT(DISTINCT \\\"bruises?\\\") AS distinct_entities\\nFROM \\\"c5\\\"\\nGROUP BY \\\"bruises?\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Applied the required template with group_col and entity_col both bound to \\\"bruises?\\\" as provided. This yields distinct self-coverage per bruises? group in SQLite-compatible SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15789,"cached_input_tokens":12032,"output_tokens":282,"reasoning_output_tokens":172}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0762c496ba3284605ac2eb90b9c891e421625cb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bruises?\", COUNT(DISTINCT \"bruises?\") AS distinct_entities\nFROM \"c5\"\nGROUP BY \"bruises?\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Applied the required template with group_col and entity_col both bound to \"bruises?\" as provided. This yields distinct self-coverage per bruises? group in SQLite-compatible SQL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_c8e09405a6810a59/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/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..772975a0324ca77f0047acb8c18e561330457521 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:36.761570+00:00", + "ended_at": "2026-05-19T16:17:39.910552+00:00", + "elapsed_ms": 3148.91, + "returncode": 1, + "prompt_metrics": { + "chars": 12752, + "bytes_utf8": 12752, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d95f135c3849761dbe71ef18f25a71362fbb245d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:40.914140+00:00", + "ended_at": "2026-05-19T16:17:44.489342+00:00", + "elapsed_ms": 3575.15, + "returncode": 1, + "prompt_metrics": { + "chars": 12752, + "bytes_utf8": 12752, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf2a51a1a7d9bcc7152767e52898897f123384af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=population.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "population", + "predicate_col": "population", + "predicate_op": "=", + "predicate_value": "CLUSTERED", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf2a51a1a7d9bcc7152767e52898897f123384af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=population.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "population", + "predicate_col": "population", + "predicate_op": "=", + "predicate_value": "CLUSTERED", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c48d34c7a419406f8e2b47b0a4585b7ce8f19e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-4955-7630-b06b-94bb41ce8564"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b986a5e056ab2db9eb97d103d4229c42084c290e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-4955-7630-b06b-94bb41ce8564"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df191fec00aec0b389949b6b1f37d087ed9f7117 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-59c4-78f1-bd8b-bc0d3b5dd486"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2516dd92269a8a3accad69ea20b01d0d35ada3f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-59c4-78f1-bd8b-bc0d3b5dd486"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/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/c5/artifacts/v2q_c5_cbb98651241d3459/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbb98651241d3459/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/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80c15e54df8ea5bee71e9d26d60f85dfbbfb2525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:54.440985+00:00", + "ended_at": "2026-05-19T16:00:57.707770+00:00", + "elapsed_ms": 3266.75, + "returncode": 1, + "prompt_metrics": { + "chars": 12495, + "bytes_utf8": 12495, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c64f8d0c4f70064b5c22b94d90cb486a9866f94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:58.710015+00:00", + "ended_at": "2026-05-19T16:01:01.739601+00:00", + "elapsed_ms": 3029.54, + "returncode": 1, + "prompt_metrics": { + "chars": 12495, + "bytes_utf8": 12495, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb985103654bae72f87dfa1a92d49c3921105828 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=stalk-surface-below-ring.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "stalk-surface-below-ring", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb985103654bae72f87dfa1a92d49c3921105828 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=stalk-surface-below-ring.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "stalk-surface-below-ring", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31ba7ebc2af2726030a2395419991e911bf82eb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-fdc9-7043-b396-53f1daddcfad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8554dec5093f9409450086a282d329ba8a7a41e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-fdc9-7043-b396-53f1daddcfad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4928041e34bb12e800a06edf8e0f66a6aea859cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-0e67-7ca3-8e41-aa2eaf9c9d18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c99b1c964c1d36b94c0b201a4f05f510273042ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-0e67-7ca3-8e41-aa2eaf9c9d18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/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/c5/artifacts/v2q_c5_cbefba8267b420cc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cbefba8267b420cc/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/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b77ef668d6b7eae3ad5b58573988fd72efbe461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:29.926656+00:00", + "ended_at": "2026-05-19T16:18:33.125291+00:00", + "elapsed_ms": 3198.6, + "returncode": 1, + "prompt_metrics": { + "chars": 12746, + "bytes_utf8": 12746, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f35e536f2e06e13c5ae88d85d5fe81e0b7a232d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:34.127709+00:00", + "ended_at": "2026-05-19T16:18:37.353090+00:00", + "elapsed_ms": 3225.33, + "returncode": 1, + "prompt_metrics": { + "chars": 12746, + "bytes_utf8": 12746, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b89be73c746c1dc056e4ff73b7f241c2a843b41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=cap-shape.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "cap-shape", + "predicate_col": "cap-shape", + "predicate_op": "=", + "predicate_value": "KNOBBED", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b89be73c746c1dc056e4ff73b7f241c2a843b41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=cap-shape.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "cap-shape", + "predicate_col": "cap-shape", + "predicate_op": "=", + "predicate_value": "KNOBBED", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63c64f8a54bf27e73c60df978790ab36c9eddca6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-18ca-71c2-8bee-9780ed0e652d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..240e8afa2a1ac3a28195ee6863d2e5d918d5cba1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-18ca-71c2-8bee-9780ed0e652d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22bc13d2383f11142d7794707a25d8b131a60fe7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-2900-7cc0-9b70-dc4b2aeb5112"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7884d0988ce114f460f74bfb781c342882bb3ce1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-2900-7cc0-9b70-dc4b2aeb5112"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/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/c5/artifacts/v2q_c5_cd85a5fb35899cca/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_cd85a5fb35899cca/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/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9fe39b817bfd0bbda05de235cc2aa7f90786f1a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:47.346401+00:00", + "ended_at": "2026-05-19T16:00:50.284872+00:00", + "elapsed_ms": 2938.45, + "returncode": 1, + "prompt_metrics": { + "chars": 12496, + "bytes_utf8": 12496, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..281fbac99eeee6b05ee032f35a8d43832b4ea296 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:51.286937+00:00", + "ended_at": "2026-05-19T16:00:54.438137+00:00", + "elapsed_ms": 3151.16, + "returncode": 1, + "prompt_metrics": { + "chars": 12496, + "bytes_utf8": 12496, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ff08949ae967891e78d05fb7b772c4410b40d44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=stalk-surface-above-ring.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "stalk-surface-above-ring", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ff08949ae967891e78d05fb7b772c4410b40d44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=stalk-surface-above-ring.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "stalk-surface-above-ring", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cfff483f3da1abe9e5b9f16f7a9d9cbc6391329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e1ed-7263-805c-9d5256eca78b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c24fba088a58356aa25c8f96a5cc19720ce872a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e1ed-7263-805c-9d5256eca78b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb62637c78ca4e0cb4b5c7d6fca0f1c0d790ccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f13c-73c3-a0ee-8cc2ec8af9db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c1c16254caa8cb4f521299d8d31ed5723247d8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f13c-73c3-a0ee-8cc2ec8af9db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/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/c5/artifacts/v2q_c5_db9fb378f49359d2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_db9fb378f49359d2/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/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..de7db9c9600a217907e14e0185f4c9593f12ea88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:44.321332+00:00", + "ended_at": "2026-05-19T16:05:48.157652+00:00", + "elapsed_ms": 3836.29, + "returncode": 1, + "prompt_metrics": { + "chars": 13411, + "bytes_utf8": 13411, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..419380a186d840047ea03fa86eab5937a3fc7120 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:49.160200+00:00", + "ended_at": "2026-05-19T16:05:52.234894+00:00", + "elapsed_ms": 3074.66, + "returncode": 1, + "prompt_metrics": { + "chars": 13411, + "bytes_utf8": 13411, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b475b3563facb4a95d7d935f6accf6ba020d85c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ring-number, condition_col=stalk-surface-above-ring.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ring-number", + "condition_col": "stalk-surface-above-ring", + "condition_value": "SMOOTH", + "positive_value": "SMOOTH", + "negative_value": "SILKY", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b475b3563facb4a95d7d935f6accf6ba020d85c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ring-number, condition_col=stalk-surface-above-ring.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ring-number", + "condition_col": "stalk-surface-above-ring", + "condition_value": "SMOOTH", + "positive_value": "SMOOTH", + "negative_value": "SILKY", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63ff44cca700f401dc15f98fd6a05c0cf8c2dcb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-69fd-7790-b320-78e95e8ff79c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e48eb3838f7e024c78d16596a3b84e912e842eb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-69fd-7790-b320-78e95e8ff79c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cee0659b049cc6615050e7c555cffb8e809bd95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7d08-7512-a382-0728960ae8d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..25a50b3d526cb8afd220c2a88b7878ccc52126f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7d08-7512-a382-0728960ae8d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/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/c5/artifacts/v2q_c5_dc4cb4693c3be276/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_dc4cb4693c3be276/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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed68c2f64598a6a20a42fe66601436018255fc91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:46.762839+00:00", + "ended_at": "2026-05-19T16:06:49.969654+00:00", + "elapsed_ms": 3206.78, + "returncode": 1, + "prompt_metrics": { + "chars": 12872, + "bytes_utf8": 12872, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7eebb1b9ffe8536916a71b5e400c1086bd7e2ea9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:50.971862+00:00", + "ended_at": "2026-05-19T16:06:53.908833+00:00", + "elapsed_ms": 2936.93, + "returncode": 1, + "prompt_metrics": { + "chars": 12872, + "bytes_utf8": 12872, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c30257007e09187f77318a8a9717295e59978bfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=stalk-root.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "stalk-root", + "predicate_col": "odor", + "predicate_op": "=", + "predicate_value": "SPICY", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c30257007e09187f77318a8a9717295e59978bfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=stalk-root.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "stalk-root", + "predicate_col": "odor", + "predicate_op": "=", + "predicate_value": "SPICY", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40851693e5bf52d0d210fdf319afed2900e5da3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5e09-7c23-aef1-8ac0f21119a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ea27da0d6e218b6c6002b522b9af39de28e2619 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5e09-7c23-aef1-8ac0f21119a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf682b87ccda6c8b336c37f1bc1a8c901e85566e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-6e63-7951-b555-945abbcffcb3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..87d970f73cc1fb90dd47239edd79c29864ed0767 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-6e63-7951-b555-945abbcffcb3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/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/c5/artifacts/v2q_c5_de148ef27c7d20db/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_de148ef27c7d20db/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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7335c753f8865caff13fed6ef45f402700fb4f09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/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": "2026-05-19T16:07:26.612777+00:00", + "ended_at": "2026-05-19T16:07:29.497154+00:00", + "elapsed_ms": 2884.35, + "returncode": 1, + "prompt_metrics": { + "chars": 12881, + "bytes_utf8": 12881, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c542670702325b5c1ce68cbcf40ff75e476d05e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/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": "2026-05-19T16:07:30.498703+00:00", + "ended_at": "2026-05-19T16:07:33.636804+00:00", + "elapsed_ms": 3138.07, + "returncode": 1, + "prompt_metrics": { + "chars": 12881, + "bytes_utf8": 12881, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acf2afd6b3a964231cfd57b4c1046ecf1154553f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=veil-type.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "veil-type", + "predicate_col": "stalk-shape", + "predicate_op": "=", + "predicate_value": "TAPERING", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..acf2afd6b3a964231cfd57b4c1046ecf1154553f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=veil-type.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "cap-surface", + "group_col_2": "veil-type", + "predicate_col": "stalk-shape", + "predicate_op": "=", + "predicate_value": "TAPERING", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..184bf96fee0a14920e567972b5989c4ecdbf9213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f9c3-7092-ab84-00af387218a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6beec5ba5a5fcc973c47a3948ee260649f9fd354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f9c3-7092-ab84-00af387218a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..881cdb3b52b52676196304d0160674e2d3cf0787 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-08d2-7cc0-b9f1-a3f01532399e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e7d15c495035bbfa75817827e791dc98ba4f743 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-08d2-7cc0-b9f1-a3f01532399e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/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/c5/artifacts/v2q_c5_e109185a679618e9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e109185a679618e9/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/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e75dfaffac6285171e3e643e72a83681ff2c3af9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:00.212263+00:00", + "ended_at": "2026-05-19T16:18:06.735474+00:00", + "elapsed_ms": 6523.16, + "returncode": 1, + "prompt_metrics": { + "chars": 12742, + "bytes_utf8": 12742, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b9a1b8662ab2340e33df981661cde2fc5b3771d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:07.739560+00:00", + "ended_at": "2026-05-19T16:18:11.078565+00:00", + "elapsed_ms": 3338.95, + "returncode": 1, + "prompt_metrics": { + "chars": 12742, + "bytes_utf8": 12742, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aa869540365a56ba6b5e8e7cbb9a238d183af8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=habitat.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "habitat", + "predicate_col": "cap-color", + "predicate_op": "=", + "predicate_value": "PINK", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aa869540365a56ba6b5e8e7cbb9a238d183af8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=habitat.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "habitat", + "predicate_col": "cap-color", + "predicate_op": "=", + "predicate_value": "PINK", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b855e9a2e31abb1a0c9f631b8b23f31b868c8151 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-a505-7913-903e-49edc869caf9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7369ef2cfeee4ab006ce95300483ce71ca4240cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-a505-7913-903e-49edc869caf9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..146720daa6714501a68d1de48cfe66073b802123 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c27e-7b50-8439-968ca09014b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a5562828b6d52c20012382eb063ec46da1f0b0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c27e-7b50-8439-968ca09014b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/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/c5/artifacts/v2q_c5_e1a294aa78d85670/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e1a294aa78d85670/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/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82a186cfdc8014a77eea2369038b5524c6e19db3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 13379, "bytes_utf8": 13379, "lines": 375, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 13379, "bytes_utf8": 13379, "lines": 375, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 775, "bytes_utf8": 775, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15975, "cached_input_tokens": 12032, "output_tokens": 599, "reasoning_output_tokens": 391}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c91a538906bc7e6dd781b603f644046d06d966f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_e2f6246351d4c726", + "api_calls": 0, + "input_tokens": 15975, + "cached_input_tokens": 12032, + "output_tokens": 599, + "total_tokens": 16574, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15296.4, + "sql_execution_elapsed_ms_total": 4.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad55a22fdde8bc0ca7e0f7cbc6ba6517a21c136c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:28.012887+00:00", + "ended_at": "2026-05-19T16:05:30.872160+00:00", + "elapsed_ms": 2859.24, + "returncode": 1, + "prompt_metrics": { + "chars": 13379, + "bytes_utf8": 13379, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d84988980f593fcd0dde06386c1b0808ef276d02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:31.874692+00:00", + "ended_at": "2026-05-19T16:05:44.311907+00:00", + "elapsed_ms": 12437.16, + "prompt_metrics": { + "chars": 13379, + "bytes_utf8": 13379, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1150, + "bytes_utf8": 1150, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 775, + "bytes_utf8": 775, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15975, + "cached_input_tokens": 12032, + "output_tokens": 599, + "reasoning_output_tokens": 391 + } + }, + "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/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06ca2ce2e6fdaa5ea031815ffc2dd3cb5a1cee7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=veil-color, condition_col=stalk-root.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "veil-color", + "condition_col": "stalk-root", + "condition_value": "BULBOUS", + "positive_value": "BULBOUS", + "negative_value": "", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..06ca2ce2e6fdaa5ea031815ffc2dd3cb5a1cee7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=veil-color, condition_col=stalk-root.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "veil-color", + "condition_col": "stalk-root", + "condition_value": "BULBOUS", + "positive_value": "BULBOUS", + "negative_value": "", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af54a63175595c69bdfec1e372f77d64681cce89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-2a5b-7e43-93f7-001c68f002de"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c79dbc02b36a9555e404a79d46c561f4a29408d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-2a5b-7e43-93f7-001c68f002de"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fbe01fe9c4782d1d1583530415e14f736898d4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3962-7541-91db-c15facbd5234"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"veil-color\\\" AS \\\"veil-color\\\",\\n SUM(CASE WHEN \\\"stalk-root\\\" = 'BULBOUS' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"stalk-root\\\" = '' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c5\\\"\\n GROUP BY \\\"veil-color\\\"\\n)\\nSELECT\\n \\\"veil-color\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the requested grouped ratio template with group_col=\\\"veil-color\\\" and condition_col=\\\"stalk-root\\\", comparing 'BULBOUS' to the bound negative value ''. NULLIF prevents division-by-zero when a veil-color group has no rows with empty stalk-root.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15975,"cached_input_tokens":12032,"output_tokens":599,"reasoning_output_tokens":391}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..768d943f0b346f35566bafcb300d80e86afa0a82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"veil-color\" AS \"veil-color\",\n SUM(CASE WHEN \"stalk-root\" = 'BULBOUS' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"stalk-root\" = '' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c5\"\n GROUP BY \"veil-color\"\n)\nSELECT\n \"veil-color\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the requested grouped ratio template with group_col=\"veil-color\" and condition_col=\"stalk-root\", comparing 'BULBOUS' to the bound negative value ''. NULLIF prevents division-by-zero when a veil-color group has no rows with empty stalk-root."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/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/c5/artifacts/v2q_c5_e2f6246351d4c726/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2f6246351d4c726/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/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23b7bfcf2e25e4e7969d830c67aef3dab69e6d8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:36.409326+00:00", + "ended_at": "2026-05-19T16:09:39.430155+00:00", + "elapsed_ms": 3020.8, + "returncode": 1, + "prompt_metrics": { + "chars": 12755, + "bytes_utf8": 12755, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9f8397fe66f17d72aaf817b4f24d2e7fde78e3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:40.431941+00:00", + "ended_at": "2026-05-19T16:09:45.007757+00:00", + "elapsed_ms": 4575.78, + "returncode": 1, + "prompt_metrics": { + "chars": 12755, + "bytes_utf8": 12755, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8da4c6f08a536d20f5ef84164dbb031e42cdda3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=cap-color, group_col_2=stalk-surface-below-ring.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "cap-color", + "group_col_2": "stalk-surface-below-ring", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8da4c6f08a536d20f5ef84164dbb031e42cdda3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=cap-color, group_col_2=stalk-surface-below-ring.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "cap-color", + "group_col_2": "stalk-surface-below-ring", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b02d624876041656242056040149f31ba19ec5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f4a7-7943-a080-69f6f3f92f52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd16dc5137e4577353687ca6793e4f2f920365bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f4a7-7943-a080-69f6f3f92f52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c001afa66d64839963eed3bb30e3da70463c611e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-047f-7f90-a92b-ebdc9ed86b54"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..55f0a1ca3af0fdf6a3ed91e7d3e24da65c2b3629 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-047f-7f90-a92b-ebdc9ed86b54"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/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/c5/artifacts/v2q_c5_e2fffcfebc131f03/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e2fffcfebc131f03/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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5990666b756ecc3cbf96781883989ecdb127f835 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:56.949422+00:00", + "ended_at": "2026-05-19T16:02:00.325872+00:00", + "elapsed_ms": 3376.42, + "returncode": 1, + "prompt_metrics": { + "chars": 12821, + "bytes_utf8": 12821, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adc043c0b1c45409e0ebc9de590ec7ffb86a87db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:01.328088+00:00", + "ended_at": "2026-05-19T16:02:04.504390+00:00", + "elapsed_ms": 3176.27, + "returncode": 1, + "prompt_metrics": { + "chars": 12821, + "bytes_utf8": 12821, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4fc387ddd3d0cc4c6935d43b2201026e3f34901 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=cap-shape, condition_col=stalk-root.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-shape", + "condition_col": "stalk-root", + "condition_value": "BULBOUS", + "positive_value": "BULBOUS", + "negative_value": "", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4fc387ddd3d0cc4c6935d43b2201026e3f34901 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=cap-shape, condition_col=stalk-root.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cap-shape", + "condition_col": "stalk-root", + "condition_value": "BULBOUS", + "positive_value": "BULBOUS", + "negative_value": "", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2444ec9720705714d182d7ec67daa3ab9d95e755 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f20b-78b2-8088-1d6e92af0317"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f83c0e35a420bf02abdb2ca79aa7137bfded4b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f20b-78b2-8088-1d6e92af0317"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58ace2e407140ac05fedd118ff0fc3458bd0722b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-030c-7182-a50c-7a61909c0d2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..082ef965fcdcdcd53b30fd59f95aa235b726fb2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-030c-7182-a50c-7a61909c0d2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/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/c5/artifacts/v2q_c5_e55151d9d909b742/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e55151d9d909b742/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/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..647b6d05deb2a63ead57f29f8d5eed9645ccc528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:14.070804+00:00", + "ended_at": "2026-05-19T16:16:17.415705+00:00", + "elapsed_ms": 3344.86, + "returncode": 1, + "prompt_metrics": { + "chars": 12755, + "bytes_utf8": 12755, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e08bccbdb7395b8d0e70ff6fb1c70b2fa036ce78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:18.419062+00:00", + "ended_at": "2026-05-19T16:16:22.044928+00:00", + "elapsed_ms": 3625.79, + "returncode": 1, + "prompt_metrics": { + "chars": 12755, + "bytes_utf8": 12755, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..371cacc2499e8765294ebee6494fd2b6c8330d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=veil-type.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "veil-type", + "predicate_col": "spore-print-color", + "predicate_op": "=", + "predicate_value": "WHITE", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..371cacc2499e8765294ebee6494fd2b6c8330d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=veil-type.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "veil-type", + "predicate_col": "spore-print-color", + "predicate_op": "=", + "predicate_value": "WHITE", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..336ac79f8a25d99e26b16a6e92096a42c0ca74d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0661-7530-893d-8a576a86e04d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d23c90c502605d1b8db7c522f02705f466ae7894 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0661-7530-893d-8a576a86e04d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8d7420dd42e49b5ec7b6b019111cae3fd2eaf3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-176f-7250-8554-978a30bca07e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc0a69d8d341ac066b252a1380b0bbfb00829dc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-176f-7250-8554-978a30bca07e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/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/c5/artifacts/v2q_c5_e6d623d2ade8228d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_e6d623d2ade8228d/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/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..490eaf18652fb1e6f86652efead7a936ad989d97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:01.743774+00:00", + "ended_at": "2026-05-19T16:01:05.222044+00:00", + "elapsed_ms": 3478.25, + "returncode": 1, + "prompt_metrics": { + "chars": 12492, + "bytes_utf8": 12492, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e2bf6636462f651adaf29f95958906c354a8fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:06.223619+00:00", + "ended_at": "2026-05-19T16:01:09.646486+00:00", + "elapsed_ms": 3422.84, + "returncode": 1, + "prompt_metrics": { + "chars": 12492, + "bytes_utf8": 12492, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be347f14ff8d98cbfbcc8cb2d8520a72c10d5900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=stalk-color-above-ring.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "stalk-color-above-ring", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be347f14ff8d98cbfbcc8cb2d8520a72c10d5900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=stalk-color-above-ring.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "stalk-color-above-ring", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..398994276cc1c8d1014fec8a5a8fcf9f950c2077 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-1a3a-7ea0-8435-3873b7b1dee1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..596cc9d33f65de9ebf01b02c45c9a274dc775f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-1a3a-7ea0-8435-3873b7b1dee1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..745df2a0942ebccaa88b232b75168424aa219673 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-2bbc-7bc2-a0b1-9269b7f6b148"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e89d5db482278eb466b7f95dde703b0082ebe2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-2bbc-7bc2-a0b1-9269b7f6b148"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/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/c5/artifacts/v2q_c5_ec9feaa964a75654/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ec9feaa964a75654/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/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6494ba7f56765fa33c1cd1a0205cbfb0063f1458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:22.049889+00:00", + "ended_at": "2026-05-19T16:16:25.587739+00:00", + "elapsed_ms": 3537.81, + "returncode": 1, + "prompt_metrics": { + "chars": 12748, + "bytes_utf8": 12748, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da2cbfffeb6d216fde00dd35207c8918381c81a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:26.591183+00:00", + "ended_at": "2026-05-19T16:16:29.670046+00:00", + "elapsed_ms": 3078.74, + "returncode": 1, + "prompt_metrics": { + "chars": 12748, + "bytes_utf8": 12748, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a4afd6c6a9db96f0b282d50622090536c033c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=veil-color.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "veil-color", + "predicate_col": "veil-color", + "predicate_op": "=", + "predicate_value": "BROWN", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a4afd6c6a9db96f0b282d50622090536c033c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=veil-color.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "veil-color", + "predicate_col": "veil-color", + "predicate_op": "=", + "predicate_value": "BROWN", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7024eb6020539906e1a3ff3ca84b8bdec156f4ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-259f-7f20-92e6-da45df8efc46"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..226c35293115d2ccdeaec088b62c675714f57aaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-259f-7f20-92e6-da45df8efc46"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae729e5dd59c88a04ff1d68f4aa882d16d50e5ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-3769-78a2-a237-bc492bc66b4c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..490d75b2c4af180295839e07bd86ce02edec23c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-3769-78a2-a237-bc492bc66b4c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/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/c5/artifacts/v2q_c5_ed79c9c59471dac6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ed79c9c59471dac6/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/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e37f990b014efdd47b15ca4c2868dd840e1dcac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:30.146535+00:00", + "ended_at": "2026-05-19T16:15:33.796852+00:00", + "elapsed_ms": 3650.29, + "returncode": 1, + "prompt_metrics": { + "chars": 12859, + "bytes_utf8": 12859, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95ba2650b13165a46a3d0f13923882b545aa5c1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:34.798849+00:00", + "ended_at": "2026-05-19T16:15:38.367301+00:00", + "elapsed_ms": 3568.42, + "returncode": 1, + "prompt_metrics": { + "chars": 12859, + "bytes_utf8": 12859, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbfce56e4700f81605bc88c6fe6890385baeff15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=stalk-shape, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "stalk-shape", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbfce56e4700f81605bc88c6fe6890385baeff15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=stalk-shape, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "stalk-shape", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ba8cfc57d47d91de1c361afb735a9b2f889006 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-5a5e-7ca1-9548-f09f3d898b22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..638b24cc3eb14ed2887a9ba2e8f2fadc5e5fc704 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-5a5e-7ca1-9548-f09f3d898b22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..252aa5f7b9ea9fd80ae7798577f3a1591fd876d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-6c9b-7621-9bee-7678ac37dc26"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d77eafc0b575bfbbc63b0342654082612dda0a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-6c9b-7621-9bee-7678ac37dc26"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/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/c5/artifacts/v2q_c5_f0ecce669f7324ce/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f0ecce669f7324ce/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/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d882698421c9fe83aa0de12550f30473c2fa6a31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:11.082778+00:00", + "ended_at": "2026-05-19T16:18:15.511891+00:00", + "elapsed_ms": 4429.08, + "returncode": 1, + "prompt_metrics": { + "chars": 12737, + "bytes_utf8": 12737, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7af05500f875d264341279b048894ec1e3e7edd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:16.514124+00:00", + "ended_at": "2026-05-19T16:18:20.517769+00:00", + "elapsed_ms": 4003.6, + "returncode": 1, + "prompt_metrics": { + "chars": 12737, + "bytes_utf8": 12737, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b69530f8fcedb512e8a13940178b067ebb8cb28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "POISONOUS", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b69530f8fcedb512e8a13940178b067ebb8cb28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "POISONOUS", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d6d2f842cafb0940b94cccec0b7a6e4c8c8864 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-cf8a-74a1-8985-11b27ba019db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04e014da0f6cd575e077313ef7fe40570f37e963 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-cf8a-74a1-8985-11b27ba019db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab91da7b458abedaca14b9dd8adbff83031cc48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-e44d-7212-ac53-2cd9d3e1428d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4703af613b5643f7b021e3cac0315bcf69705f9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-e44d-7212-ac53-2cd9d3e1428d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/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/c5/artifacts/v2q_c5_f265c4bb722143f3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f265c4bb722143f3/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/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ad128c462d1b7bb100eac7e741b5cc597d18b00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:01.099209+00:00", + "ended_at": "2026-05-19T16:12:04.053725+00:00", + "elapsed_ms": 2954.49, + "returncode": 1, + "prompt_metrics": { + "chars": 12892, + "bytes_utf8": 12892, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ebac0a0d890e053e3f735150711438b83d549d7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:05.055386+00:00", + "ended_at": "2026-05-19T16:12:08.483234+00:00", + "elapsed_ms": 3427.81, + "returncode": 1, + "prompt_metrics": { + "chars": 12892, + "bytes_utf8": 12892, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9668f5887d37552b0b7658cf35dc81d58acf697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ring-type, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ring-type", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9668f5887d37552b0b7658cf35dc81d58acf697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ring-type, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ring-type", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1451c4e7424f7490931a6d07e6a4450de203cb0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-29c8-7550-9174-c21926fe2931"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c95dbd37c89cc17fa95ca1ec8dde9967f08ce1b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-29c8-7550-9174-c21926fe2931"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f70c95fe4ddc864221e781f35d991fe60a032199 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3955-7f83-bc1e-09b49972be9e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e1674d1b64cb07ca9ab96a10dca2e49037e0258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3955-7f83-bc1e-09b49972be9e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/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/c5/artifacts/v2q_c5_f4130423e05d547b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4130423e05d547b/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/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cc92b7bf3ad48e8427512b465b3e4c3a6eb37bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12808, "bytes_utf8": 12808, "lines": 375, "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": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15821, "cached_input_tokens": 12032, "output_tokens": 332, "reasoning_output_tokens": 223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7a29262fa9188315cfcb4fe80751677d22a3ed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/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": "c5", + "model": "v2-cli:codex", + "run_id": "v2q_c5_f4409794c02bc72a", + "api_calls": 0, + "input_tokens": 15821, + "cached_input_tokens": 12032, + "output_tokens": 332, + "total_tokens": 16153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8740.4, + "sql_execution_elapsed_ms_total": 7.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/conversation.jsonl", + "note": "Executed through a 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/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b925282147f25419acaff169100fed542f3130f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/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": "2026-05-19T16:03:20.417306+00:00", + "ended_at": "2026-05-19T16:03:29.157746+00:00", + "elapsed_ms": 8740.4, + "prompt_metrics": { + "chars": 12808, + "bytes_utf8": 12808, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 15821, + "cached_input_tokens": 12032, + "output_tokens": 332, + "reasoning_output_tokens": 223 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7da20df2dfadc557014d8a824cca4256dc33c515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +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": "c5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=odor, condition_col=ring-number.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "odor", + "condition_col": "ring-number", + "condition_value": "ONE", + "positive_value": "ONE", + "negative_value": "TWO", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1bd6e0a7d14a694122aa915b97c0907c789d0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-3816-7e10-b98d-0c96f7863bcd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"odor\\\",\\n AVG(CASE WHEN \\\"ring-number\\\" = 'ONE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c5\\\"\\nGROUP BY \\\"odor\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"odor\\\" and condition_col=\\\"ring-number\\\", measuring the within-odor proportion of rows where ring-number is 'ONE'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":15821,"cached_input_tokens":12032,"output_tokens":332,"reasoning_output_tokens":223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ebd5adab801e6c24045e53089d174b82096544e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"odor\",\n AVG(CASE WHEN \"ring-number\" = 'ONE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c5\"\nGROUP BY \"odor\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"odor\" and condition_col=\"ring-number\", measuring the within-odor proportion of rows where ring-number is 'ONE'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f4409794c02bc72a/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/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5a4dbcb890a472d4468c8d51c112508eb542114 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/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": "2026-05-19T16:19:58.534463+00:00", + "ended_at": "2026-05-19T16:20:03.383519+00:00", + "elapsed_ms": 4849.03, + "returncode": 1, + "prompt_metrics": { + "chars": 12896, + "bytes_utf8": 12896, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d83a8a013b629124f2b5b6da3fa1cc515a13dc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/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": "2026-05-19T16:20:04.385084+00:00", + "ended_at": "2026-05-19T16:20:09.071677+00:00", + "elapsed_ms": 4686.56, + "returncode": 1, + "prompt_metrics": { + "chars": 12896, + "bytes_utf8": 12896, + "lines": 376, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..591a5ab0075c641d1daeef6171cd8b9911db07fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=veil-color.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "veil-color", + "predicate_col": "population", + "predicate_op": "=", + "predicate_value": "NUMEROUS", + "entity_col": "veil-color", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..591a5ab0075c641d1daeef6171cd8b9911db07fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,376 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=veil-color.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "veil-color", + "predicate_col": "population", + "predicate_op": "=", + "predicate_value": "NUMEROUS", + "entity_col": "veil-color", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf64c5f82ffbd81235a18f88ff35f095e9c57f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-72ca-7283-a7fd-e749f939f27c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f04b586fc5c66c25bda15b8e29384f0da4a99ffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-72ca-7283-a7fd-e749f939f27c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..833cfb41d26cabdd709eb032adc485c44238646f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-8993-77a3-bb1d-a4b72c62c901"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..da6e2cd9a5264759d2caa644544fae463d1301cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-8993-77a3-bb1d-a4b72c62c901"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/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/c5/artifacts/v2q_c5_f57b5e63291f67b6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f57b5e63291f67b6/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/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd0f0d9ccc465584f03eb2758751ccd61f2bc20e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:04.462163+00:00", + "ended_at": "2026-05-19T16:08:07.614081+00:00", + "elapsed_ms": 3151.89, + "returncode": 1, + "prompt_metrics": { + "chars": 12545, + "bytes_utf8": 12545, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..505c4f6053002b0960576be37e7414457d29ab6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:08.616383+00:00", + "ended_at": "2026-05-19T16:08:11.582101+00:00", + "elapsed_ms": 2965.67, + "returncode": 1, + "prompt_metrics": { + "chars": 12545, + "bytes_utf8": 12545, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11e587b24f701b05062bc04654ec68c1018b45d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=veil-type.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "veil-type", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..11e587b24f701b05062bc04654ec68c1018b45d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=veil-type.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "veil-type", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..036a9aa3fb838c9f8ea77af3ebb3d1cf93e4b6c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-8d61-70f2-9758-751b6ee8f1c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84e2c0bd32c86bd5db42d447073801f0dc941e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-8d61-70f2-9758-751b6ee8f1c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..830464f44d009a41ef3a087385c17465ff791ee8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9da0-7ad1-bf0b-ea817084d8a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd8054a531fa547ce944a5db3d1e46be1b007500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9da0-7ad1-bf0b-ea817084d8a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/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/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f69eb1026f9f9bc1/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/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35ed3a0cc9723a2de1e792a4f81fd7434ff92dfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/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": "2026-05-19T16:07:49.568585+00:00", + "ended_at": "2026-05-19T16:07:52.467843+00:00", + "elapsed_ms": 2899.24, + "returncode": 1, + "prompt_metrics": { + "chars": 12571, + "bytes_utf8": 12571, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7930cd4dbff3791b35fd184efd6fcb6f264d8753 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/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": "2026-05-19T16:07:53.469672+00:00", + "ended_at": "2026-05-19T16:07:56.240528+00:00", + "elapsed_ms": 2770.81, + "returncode": 1, + "prompt_metrics": { + "chars": 12571, + "bytes_utf8": 12571, + "lines": 370, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a0841f3648e795c81edf5b5c56966c9dbaaee56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=stalk-color-below-ring.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "stalk-color-below-ring", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a0841f3648e795c81edf5b5c56966c9dbaaee56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,370 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=stalk-color-below-ring.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "stalk-color-below-ring", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89c7f695121e7fed0238bc85923008741e8077ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5364-73f0-a779-eec1b03c26be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d1bf68af04a281b25a2fa4327235487605fae63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5364-73f0-a779-eec1b03c26be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e168b1be291653eb33dc29227a42424f76252639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-6283-7df0-a2c1-6d6b01890429"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93e9b7248c023e7c10faf133cd17169d49db60c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-6283-7df0-a2c1-6d6b01890429"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/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/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f6ad0b5526ef5f1a/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/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..31d5d6b5ba2b6e594e6645fe88e016907e6cde67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:10.752284+00:00", + "ended_at": "2026-05-19T16:13:13.993417+00:00", + "elapsed_ms": 3241.09, + "returncode": 1, + "prompt_metrics": { + "chars": 12884, + "bytes_utf8": 12884, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a45edd3c3df395980d5da4008761460df610236a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:14.996132+00:00", + "ended_at": "2026-05-19T16:13:18.090207+00:00", + "elapsed_ms": 3094.02, + "returncode": 1, + "prompt_metrics": { + "chars": 12884, + "bytes_utf8": 12884, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12fbba1366245c4d02564a72bdda86e0fd3af604 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12fbba1366245c4d02564a72bdda86e0fd3af604 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "EDIBLE", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5d55d2a4e52a6cee43a23bd9869478b4ad7fa60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3a00-7a12-95bf-98375d810d4b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5878fc0120bbec3c5403c14b66f8eef59cc7745f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3a00-7a12-95bf-98375d810d4b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53b56c68864aef1f10794820923a1b09d5bb2762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4a6a-7c52-976e-ceb877e3517e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f99444c7a0d4815c2e009dfc36af5543d55d22b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4a6a-7c52-976e-ceb877e3517e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/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/c5/artifacts/v2q_c5_f913116228ef76e3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f913116228ef76e3/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/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6d8efd8c84cb9bf3ca227d31be96d20ea9cc9c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:20.521829+00:00", + "ended_at": "2026-05-19T16:18:23.880560+00:00", + "elapsed_ms": 3358.7, + "returncode": 1, + "prompt_metrics": { + "chars": 12739, + "bytes_utf8": 12739, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef37f8315fa1f5389e7f8e55074117f6f5826c69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:24.882550+00:00", + "ended_at": "2026-05-19T16:18:29.923089+00:00", + "elapsed_ms": 5040.5, + "returncode": 1, + "prompt_metrics": { + "chars": 12739, + "bytes_utf8": 12739, + "lines": 374, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9c5927c6690416011f8cd5feb6ab0000cd4917a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "bruises?", + "predicate_op": "=", + "predicate_value": "BRUISES", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9c5927c6690416011f8cd5feb6ab0000cd4917a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,374 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "bruises?", + "predicate_op": "=", + "predicate_value": "BRUISES", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5faaf9debe04d56cc19ec8c9e912810ccf51776e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f3e3-70f2-94f8-6004433e5864"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a766b603e7fda3b7ec4664a42c691b2364fd1656 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f3e3-70f2-94f8-6004433e5864"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20c920d2c44bee7dd39baa400d8d27bca0e23340 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-04e9-7582-a0e4-b1bf037f8066"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffcb80bc0fc8c2c30d2eff6df171c353bf66ed00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-04e9-7582-a0e4-b1bf037f8066"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/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/c5/artifacts/v2q_c5_f9f2209da0ff0a22/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_f9f2209da0ff0a22/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/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2fe589ba9f4e28f7b79faf775df8cef895556ecf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:22.774877+00:00", + "ended_at": "2026-05-19T16:15:26.127360+00:00", + "elapsed_ms": 3352.46, + "returncode": 1, + "prompt_metrics": { + "chars": 12853, + "bytes_utf8": 12853, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1257fceabe62d54c760ecbe4f498c3ce49e185b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:27.129754+00:00", + "ended_at": "2026-05-19T16:15:30.143506+00:00", + "elapsed_ms": 3013.71, + "returncode": 1, + "prompt_metrics": { + "chars": 12853, + "bytes_utf8": 12853, + "lines": 375, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8693c24c862b9a96fd36afb1a25453fc9d73fc3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=gill-color, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8693c24c862b9a96fd36afb1a25453fc9d73fc3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,375 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=gill-color, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "odor", + "group_col_2": "gill-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f708ac9f6bdd6e6bcdb9126e1b730c2714d5c9f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-3dab-72c3-842c-77aeac96744e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56952a64150a656ceb7908882d892ad31f6fb066 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-3dab-72c3-842c-77aeac96744e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..083b0be1b55d8fb224c59b1ce2921ae93126e5c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-4ebf-76b1-ba5c-91daf41b47b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..90a0d4214b434e3a9fbc8cb7da0ae53893661ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-4ebf-76b1-ba5c-91daf41b47b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/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/c5/artifacts/v2q_c5_febb0b5da80b23f2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_febb0b5da80b23f2/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/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b6f0fb2fbfafe10aeded4aef06ef0a0d5fee4e80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/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": "2026-05-19T16:12:15.279444+00:00", + "ended_at": "2026-05-19T16:12:18.372765+00:00", + "elapsed_ms": 3093.29, + "returncode": 1, + "prompt_metrics": { + "chars": 12909, + "bytes_utf8": 12909, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ac89c0edf0f140796b86db24fdde9ca921b2e40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/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": "2026-05-19T16:12:19.374919+00:00", + "ended_at": "2026-05-19T16:12:23.155665+00:00", + "elapsed_ms": 3780.72, + "returncode": 1, + "prompt_metrics": { + "chars": 12909, + "bytes_utf8": 12909, + "lines": 373, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67b2acd862fae9cf38552451d5f2e603648f31de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=spore-print-color, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "spore-print-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..67b2acd862fae9cf38552451d5f2e603648f31de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,373 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=spore-print-color, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "spore-print-color", + "target_col": "class", + "target_value": "POISONOUS", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48521302cf7d99d1aeb793c01d7be1d3b4730314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-612a-7842-9f55-2a01dfad3cb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e10b7bf9a9c394e1b7a37e6de8fa805fb23af2ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-612a-7842-9f55-2a01dfad3cb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b35a5837d58a2bfc5c45b26104997fc83a434a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-712c-71a3-9cdb-6147f2c961fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed2e9bb17f524cd5bb7906ded9e3fa55cf4a1d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-712c-71a3-9cdb-6147f2c961fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/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/c5/artifacts/v2q_c5_fee45914baffaedd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_fee45914baffaedd/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/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13f8c9a7a3a388678745c40fb3055f6dd20fc0c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:52.024765+00:00", + "ended_at": "2026-05-19T16:19:02.656942+00:00", + "elapsed_ms": 10632.14, + "returncode": 1, + "prompt_metrics": { + "chars": 12675, + "bytes_utf8": 12675, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3fe716cfdc4ad3fc35807845b6f0acb5f32a6673 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/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": "2026-05-19T16:19:03.660593+00:00", + "ended_at": "2026-05-19T16:19:06.793471+00:00", + "elapsed_ms": 3132.83, + "returncode": 1, + "prompt_metrics": { + "chars": 12675, + "bytes_utf8": 12675, + "lines": 372, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e36c90a2b475a5ec764af5647df8dc1a68718e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=stalk-root.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "stalk-root", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e36c90a2b475a5ec764af5647df8dc1a68718e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,372 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c5 +- dataset_name: Mushroom +- table_name: c5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 22 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 8416 +- important_fields: +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape. +- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface. +- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color. +- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?. +- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor. +- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment. +- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing. +- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size. +- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color. +- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape. +- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root. +- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring. +- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring. +- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring. +- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring. +- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type. +- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color. +- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number. +- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type. +- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color. +- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population. +- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat. +- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']] +- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number'] +- source_url: https://archive.ics.uci.edu/dataset/73/mushroom + +SQLite schema snapshot: +{ + "table_name": "c5", + "quoted_table_name": "\"c5\"", + "row_count": 8416, + "columns": [ + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-surface", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cap-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bruises?", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "odor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-attachment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-spacing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-size", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gill-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-shape", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-root", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-surface-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-above-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stalk-color-below-ring", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "veil-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-number", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ring-type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spore-print-color", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "habitat", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "WHITE", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "PINK", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "BROWN", + "population": "SEVERAL", + "habitat": "WOODS" + }, + { + "class": "EDIBLE", + "cap-shape": "CONVEX", + "cap-surface": "SMOOTH", + "cap-color": "WHITE", + "bruises?": "BRUISES", + "odor": "ALMOND", + "gill-attachment": "FREE", + "gill-spacing": "CROWDED", + "gill-size": "NARROW", + "gill-color": "BROWN", + "stalk-shape": "TAPERING", + "stalk-root": "BULBOUS", + "stalk-surface-above-ring": "SMOOTH", + "stalk-surface-below-ring": "SMOOTH", + "stalk-color-above-ring": "WHITE", + "stalk-color-below-ring": "WHITE", + "veil-type": "PARTIAL", + "veil-color": "WHITE", + "ring-number": "ONE", + "ring-type": "PENDANT", + "spore-print-color": "PURPLE", + "population": "SEVERAL", + "habitat": "WOODS" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c5", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gill-attachment, group_col_2=stalk-root.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "gill-attachment", + "group_col_2": "stalk-root", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc4e15e87624590d25af48c3bbb2cdec6884f900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6f13-71d0-a286-19d4473b5f94"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cb745b970d98e4b70083f64a283476ba7b62afa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6f13-71d0-a286-19d4473b5f94"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f165ee86a45518d57b909751bfd9a19bfcf6f4ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-9c71-74c0-b280-435d85b9803a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7a56ebc57f16516c2974d835ca5cd4caf211fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-9c71-74c0-b280-435d85b9803a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/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/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_ffc8920092977e00/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391